Latifah Munirah | Universiti Malaysia Perlis (UniMAP)

Associate Professor Dr.

Latifah Munirah Kamarudin

Faculty of Electronic Engineering & Technology (FKTEN), Universiti Malaysia Perlis

Center of Excellence for Advanced Sensor and Technology (CEASTech)

+6012-5308652

latifahmunirah@unimap.edu.my

Scopus ID: 36559530000

ORCID ID: orcid.org/0000-0002-2547-3934

https://scholar.google.com/citations?user=Yo0h4EsAAAAJ&hl=en">
About Me

My Bio

Latifah Munirah Kamarudin, Ph.D., is an awarded Top Research Scientist in Malaysia, specializing in wireless sensing and artificial intelligence. As the head of the Center of Excellence for Advanced Sensor Technology (CEASTech), she pioneers non-contact methods for continuous vital-sign monitoring using AI, with a specific focus on benefiting ageing societies. Additionally, she serves as a Visiting Professor at the University of Yamanashi, co-supervising students and conducting collaborative research. Latifah fosters international collaborations and leads dual-degree programs between UniMAP and global universities. She has secured more than RM10 million in international and national funding, coordinated sponsorship for over 80 students, and founded iDeria, a startup dedicated to R&D product commercialization. Latifah has a publication record of 178 articles, accumulating a citation count of 1285 and an H-Index of 20.
Academic and Career History

ACADEMIC QUALIFICATION
- December, 2008 - June, 2012
  
  Ph.D
  
  Universiti Malaysia Perlis
  
  Malaysia
  
  Computer Network and Communication Engineering.
  
  Ph.D Dissertation: “Novel Energy Efficient Protocols with Realistic Radio Propagation Models for Wireless Sensor Networks in Agriculture”
- September, 2007 - September, 2008
  
  MSc
  
  University of Portsmouth
  
  UK
  
  Distinction in Communication Network Planning and Management.
- March, 2002 - March, 2006
  
  BEng
  
  University of Yamanashi
  
  Japan
  
  1st Class Honor in Computer Science and Media Engineering (Hons).
Career History
- 2022-present
  
  Head of Center of Excellence for Advanced Sensor and Technology, UniMAP
- 2017-Present
  
  Co-Founder IDERIA SDN. BHD
- 2017-Present
  
  Associate Professor, Faculty Technology Electronic Engineering, UniMAP
- 2012-2017
  
  Senior Lecturer, School of Computer and Communication Engineering, UniMAP
- 2012-present
  
  Head of Wireless Communication and Network, Center of Excellence for Advanced Sensor and Technology, UniMAP
- 2006-2007
  
  Customer Support Analyst, Computer Science Corporation, Malaysia
- 2006-2006
  
  Production Engineer, Epson Toyocom, Sungai Buloh, Malaysia
PROFESSIONAL LEADERSHIP AND APPOINTMENTS
- 2022 - Current
  
  Visiting Professor at University of Yamanashi Japan
- 2012 - Current
  
  Vsiting Professor Universitas Ubudiyah Indonesia, Acheh, Indonesia
- Visiting Professor at Graduate School of Bio-Applications and Systems Engineering, Tokyo University of Agriculture and Technology, Japan
- Program Director for Campus Asia Plus A3I Real Problem Solving Driven Artificial Intelligence Education Program
- Senior Members IEEE: 92543907
- Member of British Computer Society (MBCS) ID: 990489955
- Member Internet Society Nombor Ahli: 146063
- Member, International Society for Olfaction and Chemical Sensing
- Member, IEEE Communication Society (ComSoc)
- Member, IEEE IoT Technical Community
- Specialist in Biodiversiti Malaysia Information System (MyBIS)
- Panel of Evaluator for Fundamental Research Grant Scheme (FRGS) Ministry of Higher Education 2020,2021, 2022, 2023
- Panel of Evaluator for Prototype Research Grant Scheme (PRGS) Ministry of Higher Education 2023
- Panel Penarafan Bersepadu Institusi Pendidikan Tinggi Malaysia (SETARA) Ministry of Higher Education 2022
- Panel of Evaluator for CREST 2021
- Graduate member of Board of Engineers Malaysia (BEM)
- Panel International Scholarship and Hadiah Latihan Persekutuan (HLP) KPM
- Mentor for Aqrab Model School for STEM and Robotics Program (School achievement - Rising star award FLL 2022, 3rd place in NROC 2022)
- Chair and Committee members for various conferences and symposiums such as SASSP, IOTBDS, ICOMMS, IEEE conferences.
- Professional STEM trainer and mentor for Sasbadi STEMhub 2020
PUBLICATIONS

Publications List
- 11 July 2024
  Journal Paper
  
  Optimizing hybrid neural networks for precise COVID-19 mRNA vaccine degradation prediction
  
  International Journal of Advanced and Applied Sciences 11(7), pp. 87-100
  
  Soon, Hwai Ing ; Abdullah, Azian Azamimi ; Nishizaki, Hiromitsu ; Mashor, Mohd Yusoff ; Kamarudin, Latifah Munirah ; Mohamed-Hussein, Zeti-Azura ; Mohamed, Zeehaida ; Ang, Wei Chern
- 23 June 2024
  Journal Paper
  
  COVID-19 mRNA vaccine degradation rate prediction using artificial intelligence techniques: A narrative review
  
  International Journal of Advanced and Applied Sciences 11(6), pp. 215-228
  
  Soon, Hwai Ing ; Abdullah, Azian Azamimi ; Nishizaki, Hiromitsu ; Mashor, Mohd Yusoff ; Kamarudin, Latifah Munirah ; Mohamed-Hussein, Zeti-Azura ; Mohamed, Zeehaida ; Ang, Wei Chern
- May 2024
  Journal Paper
  
  MEASUREMENT OF RICE MOISTURE CONTENT BASED ON QUANTITATIVE ANALYSIS FROM RADIO TOMOGRAPHY IMAGES
  
  Jurnal Teknologi 86(3), pp. 63-78
  
  Ramli, Nurul Amira Mohd ; Rahiman, Mohd Hafiz Fazalul ; Rahim, Ruzairi Abdul ; Kamarudin, Latifah Munirah ; Mohamed, Latifah ; Zakaria, Ammar ; Moqbel Abdullah, Mohammed Saeed
- 8 February 2024
  Conference Proceedings
  
  Design and deployment of LoRaWAN smart streetlight for smart city
  
  AIP Conference Proceedings 2898(1),030028
  
  Zakaria S.M.M.S.; Zakaria A.; Kamarudin L.M.; Visvanathan R.; Rahim Y.A.; Kamarudin K.; Azmi N.; Mohammad N.S.
- 8 February 2024
  Conference Proceedings
  
  Case study of LoRaWAN-based smart elements in urban environment
  
  AIP Conference Proceedings 2898(1),030027
  
  Zakaria S.M.M.S.; Zakaria A.; Kamarudin L.M.; Visvanathan R.; Rahim Y.A.; Azmi N.; Elham M.F.
- 2024
  Book Series
  
  Performance Comparisons of GNB, RBF-SVM and NN for Stress Levels Classification Using Discrete Wavelet Discrete Transform
  
  Lecture Notes in Mechanical Engineering pp. 211-223
  
  Mazlan, Muhammad Rasydan ; Sukor, Abdul Syafiq Abdul ; Adom, Abdul Hamid ; Kamarudin, Latifah Munirah
- 2024
  Journal Paper
  
  Enhancing Predictive Models for Assessing 5G Exposure Effects on Human Health and Cognition through Supervised Machine Learning: A Multi-Stage Feature Selection Approach | [(Udoskonalanie modeli predykcyjnych do oceny wpływu narażenia na sieć 5G na zdrowie ludzkie i funkcje poznawcze poprzez nadzorowane uczenie maszynowe: wieloetapowe podejście do wyboru funkcji)]
  
  Przeglad Elektrotechniczny (6), pp. 122-128
  
  Sofri, Tasneem ; Andrew, Allan Melvin , ; Rahim, Hasliza A. ; Nishizaki, Hiromitsu ; Kamarudin, Latifah Munirah ; Wong, Peng Wen ; Soh, Ping Jack
- 2024
  Conference Proceedings
  
  Classification of Football Player Actions Using Sensing Data
  
  3rd International Conference on Image Processing and Robotics, ICIPRoB 2024 - Proceedings
  
  Hirasawa, Yukito ; Kinoshita, Yuichiro ; Kamarudin, Latifah Munirah ; Zakaria, Ammar
- 2024
  Journal Paper
  
  Evaluating Tree-based Ensemble Strategies for Imbalanced Network Attack Classification
  
  International Journal of Advanced Computer Science and Applications 15(1), pp. 1124-1134
  
  Soon, Hui Fern ; Amir, Amiza ; Nishizaki, Hiromitsu ; Zahri, Nik Adilah Hanin ; Kamarudin, Latifah Munirah ; Azemi, Saidatul Norlyana
- December 2023
  Journal Paper
  
  3D grape bunch model reconstruction from 2D images
  
  Computers and Electronics in Agriculture 215,108328
  
  Woo, Yan San ; Li, Zhuguang ; Tamura, Shun ; Buayai, Prawit ; Nishizaki, Hiromitsu ; Makino, Koji ; Kamarudin, Latifah Munirah ; Mao, Xiaoyang
- October 2023
  Journal Paper
  
  End-to-end lightweight berry number prediction for supporting table grape cultivation
  
  Computers and Electronics in Agriculture 213,108203
  
  Woo, Yan San ; Buayai, Prawit ; Nishizaki, Hiromitsu ; Makino, Koji ; Kamarudin, Latifah Munirah ; Mao, Xiaoyang
- April 2023
  Journal Paper
  
  Data Normalization Methods of Hybridized Multi-Stage Feature Selection Classification for 5G Base Station Antenna Health Effect Detection
  
  Journal of Advanced Research in Applied Sciences and Engineering Technology 30(2), pp. 133-140
  
  Sofri, Tasneem ; Rahim, Hasliza A. ; Andrew, Allan Melvin ; Soh, Ping Jack ; Kamarudin, Latifah Munirah ; Hiromitsu, Nishizaki
- 2023
  Conference Proceedings
  
  Automated Detection of Floating Wood Logs on River Surfaces using YOLOv5 Model for Flood Warning System
  
  Journal of Physics: Conference Series 2641(1),012011
  
  Donal O.D. ; Kamarudin L.M. ; Zakaria A. ; Azmi N.
- 2023
  Conference Paper
  
  Assessment of QRS and Q-T segments efficacy as non-invasive biomarkers for sudden cardiac death forecasting
  
  Journal of Physics: Conference Series 2641(1),012014
  
  Alfarhan, K.A., Zakaria, A., Kamarudin, L.M., Mamduh S.M. , Yousif, H.A., Sabry, M.M.
- 2023
  Journal Paper
  
  Application of Deep Neural Network for Gas Source Localization in an Indoor Environment
  
  International Journal of Computers, Communications and Control 18(3),5084
  
  Juffry Z.H.M. ; Kamarudin K. ; Adom A.H. ; Miskon M.F. ; Kamarudin L.M. ; Zakaria A. ; Mamduh S.M. ; Abdullah A.N.
- 2023
  Journal Paper
  
  2D LiDAR Based Reinforcement Learning for Multi-Target Path Planning in Unknown Environment
  
  IEEE Access 11, pp. 35541-35555
  
  Abdalmanan, Nasr ; Kamarudin, Kamarulzaman ; Bakar, Muhammad Aizat Abu ; Rahiman, Mohd Hafiz Fazalul ; Zakaria, Ammar ; Mamduh, Syed Muhammad ; Kamarudin, Latifah Munirah
- October 2022
  Journal Paper
  
  Predictive Analysis of In-Vehicle Air Quality Monitoring System Using Deep Learning Technique
  
  Atmosphere 13(10),1587
  
  Sukor, Abdul Syafiq Abdull ; Cheik, Goh Chew ; Kamarudin, Latifah Munirah ; Mao, Xiaoyang ; Nishizaki, Hiromitsu ; Zakaria, Ammar ; Syed Zakaria, Syed Muhammad Mamduh
- July 2022
  Journal Paper
  
  Non-Contact Breathing Monitoring Using Sleep Breathing Detection Algorithm (SBDA) Based on UWB Radar Sensors
  
  Sensors 22(14),5249
  
  Husaini, Muhammad ; Kamarudin, Latifah Munirah ; Zakaria, Ammar ; Kamarudin, Intan Kartika ; Ibrahim, Muhammad Amin ; Nishizaki, Hiromitsu ; Toyoura, Masahiro ; Mao, Xiaoyang
- 24 June 2022
  Conference Paper
  
  Rice Grain Moisture Sensing Based on UHF RFID Tag
  
  AIP Conference Proceedings 2465,040002
  
  Radzi, Ainaa Syamim Mohd ; Kamarudin, Latifah Munirah ; Mohamed, Latifah ; Zakaria, Ammar ; Rahiman, Mohd Hafiz Fazalul ; Zakaria, Syed Muhammad Mamduh Syed ; Ndzi, David Lorater
- 1 May 2022
  Journal Paper
  
  Correction Model for Metal Oxide Sensor Drift Caused by Ambient Temperature and Humidity
  
  Sensors 22(9),3301
  
  Abdullah, Abdulnasser Nabil ; Kamarudin, Kamarulzaman ; Kamarudin, Latifah Munirah ; Adom, Abdul Hamid ; Mamduh, Syed Muhammad ; Juffry, Zaffry Hadi Mohd ; Bennetts, Victor Hernandez
- 2022
  Conference Paper
  
  Permittivity extraction of glucose solutions through artificial neural networks
  
  AIST 2022 - 4th International Conference on Artificial Intelligence and Speech Technology
  
  Alidrus, Syedhassan ; Ibrahim, Siti Zuraidah ; Hanim Mohd Noh, Faridah ; Kamarudin, Latifah Munirah ; Tantiviwat, Sugchai
- 2022
  Conference Paper
  
  Gas Source Localization via Mobile Robot with Gas Distribution Mapping and Deep Neural Network
  
  Proceedings - 2022 2nd International Conference on Electronic and Electrical Engineering and Intelligent System, ICE3IS 2022 pp. 120-124
  
  Yeon A.S.A.; Zakaria A.; Zakaria S.M.M.S.; Visvanathan R.; Kamarudin K.; Kamarudin L.M.
- 2022
  Conference Paper
  
  Non-Contact Breathing Signal Classification Using Hybrid Scalogram Image Representation Feature
  
  International Conference on Advanced Mechatronic Systems, ICAMechS 2022-December, pp. 53-58
  
  Husaini, Muhammad ; Kamarudin, Latifah Munirah ; Nishizaki, Hiromitsu ; Kamarudin, Intan Kartika ; Ibrahim, Muhammad Amin ; Zakaria, Ammar ; Toyoura, Masahiro ; Mao, Xiaoyang
- 2022
  Conference Paper
  
  Non-Contact Vital Sign Monitoring During Sleep Through UWB Radar
  
  2022 10th International Conference on Information and Communication Technology, ICoICT 2022 pp. 157-162
  
  Husaini, Muhammad ; Kamarudin, Latifah Munirah ; Zakaria, Ammar ; Kamarudin, Intan Kartika ; Ibrahim, Muhammad Amin
- 2022
  Book Series
  
  Novel Approach Using Passive UHF RFID for Grain Moisture Detection
  
  Lecture Notes in Electrical Engineering 921 LNEE, pp. 650-661
  
  Radzi, Ainaa Syamim Mohd ; Kamarudin, Latifah Munirah ; Mohamed, Latifah ; Zakaria, Ammar ; Rahiman, Mohd Hafiz Fazalul ; Zakaria, Syed Muhammad Mamduh Syed ; Ndzi, David Lorater
- 2022
  Book Series
  
  Deep Neural Network for Localizing Gas Source Based on Gas Distribution Map
  
  Lecture Notes in Electrical Engineering 842, pp. 1105-1115
  
  Juffry, Zaffry Hadi Mohd ; Kamarudin, Kamarulzaman ; Adom, Abdul Hamid ; Mao, Xiaoyang ; Kamarudin, Latifah Munirah ; Zakaria, Ammar ; Mamduh, Syed Muhammad ; Abdullah, Abdulnasser Nabil
- 2022
  Book Series
  
  Pattern Clustering Approach for Activity Recognition in Smart Homes
  
  Lecture Notes in Electrical Engineering 829 LNEE, pp. 461-466
  
  Sukor, Abdul Syafiq Abdull ; Zakaria, Ammar ; Kamarudin, Latifah Munirah ; Wahab, Mohd Nadhir Ab
- 1 January 2022
  Journal Paper
  
  Inline 3D Volumetric Measurement of Moisture Content in Rice Using Regression-Based ML of RF Tomographic Imaging
  
  Sensors 22(1),405
  
  Almaleeh, Abd Alazeez ; Zakaria, Ammar ; Kamarudin, Latifah Munirah ; Rahiman, Mohd Hafiz Fazalul ; Ndzi, David Lorater ; Ismail, Ismahadi
- December 2021
  Journal Paper
  
  Method for RSSI Heat Map Estimation using Radial Basis Functions for Fingerprinting Localization
  
  International Journal of Nanoelectronics and Materials 14(Special Issue InCAPE), pp. 117-125
  
  Wye, K.F.P., Zakaria, S.M.M.S., Kamarudin, L.M., Zakaria, A., Ahmad, N.
- 2021
  Journal Paper
  
  Relative Localization Method of Wet Spot of Grain using Array of Passive RFID Tags
  
  Journal of Physics: Conference Series 2107(1),012004
  
  Noraini Azmi1, Latifah Munirah Kamarudin, Latifah Mohamed, Ammar Zakaria, Mohd Hafiz Fazalul Rahiman, Syed Muhammad Mamduh Syed Zakaria and David Lorater Ndzi
- 1 December 2021
  Conference Paper
  
  Investigation on magnetometer as potential sensors for infusion pump utilisation status
  
  Journal of Physics: Conference Series 2107(1),012071
  
  Ariff, E.A.R. Engku ; Zakaria A. ; Kamarudin L.M. ; Zakaria, S.M.M. Syed ; Zakaria S. ; Visvanathan R.
- 1 August 2021
  Journal Paper
  
  Real-time in-vehicle air quality monitoring system using machine learning prediction algorithm
  
  Sensors 21(15),4956
  
  Goh, Chew Cheik ; Kamarudin, Latifah Munirah ; Zakaria, Ammar ; Nishizaki, Hiromitsu ; Ramli, Nuraminah ; Mao, Xiaoyang ; Zakaria, Syed Muhammad Mamduh Syed ; Kanagaraj, Ericson ; Sukor, Abdul Syafiq Abdull ; Elham, Md. Fauzan
- 21 July 2021
  Conference Paper
  
  Two-stream deep convolutional neural network approach for RGB-D face recognition
  
  AIP Conference Proceedings 2347,020055
  
  Shunmugam P. ; Kamarudin K. ; Kamarudin L.M. ; Zakaria A. ; Nishizaki H.
- 21 July 2021
  Conference Paper
  
  A review of traditional and deep learning approaches for RGB-D face recognition
  
  AIP Conference Proceedings 2347,020059
  
  Shunmugam P. ; Kamarudin K. ; Kamarudin L.M. ; Zakaria A. ; Abdullah A.N.
- 1 June 2021
  Journal Paper
  
  A new method of rice moisture content determination using voxel weighting-based from radio tomography images
  
  Sensors 21(11),3686
  
  Ramli, Nurul Amira Mohd ; Rahiman, Mohd Hafiz Fazalul ; Kamarudin, Latifah Munirah ; Mohamed, Latifah ; Zakaria, Ammar ; Ahmad, Anita ; Rahim, Ruzairi Abdul
- 1 June 2021
  Journal Paper
  
  A New Method of Rice Moisture Content Determination Using Voxel Weighting-Based from Radio Tomography Images
  
  Sensors (Basel, Switzerland) 21(11)
  
  Mohd Ramli, Nurul Amira ; Fazalul Rahiman, Mohd Hafiz ; Kamarudin, Latifah Munirah ; Mohamed, Latifah ; Zakaria, Ammar ; Ahmad, Anita ; Rahim, Ruzairi Abdul
- 1 March 2021
  Conference Paper
  
  Classification of Multiple Visual Field Defects using Deep Learning
  
  Journal of Physics: Conference Series 1755(1),012014
  
  Abu M. ; Zahri N.A.H. ; Amir A. ; Ismail M.I. ; Kamarudin L.M. ; Nishizaki H.
- 1 March 2021
  Conference Paper
  
  RSS-based Fingerprinting Localization with Artificial Neural Network
  
  Journal of Physics: Conference Series 1755(1),012033
  
  Wye, Kenny Fong Peng ; Zakaria, Syed Muhammad Mamduh Syed ; Kamarudin, Latifah Munirah ; Zakaria, Ammar ; Ahmad, Norhawati Binti ; Kamarudin, Kamarulzaman
- 1 March 2021
  Conference Paper
  
  Inhalation and Exhalation Detection for Sleep and Awake Activities Using Non-Contact Ultra-Wideband (UWB) Radar Signal
  
  Journal of Physics: Conference Series 1755(1),012038
  
  Ariffin, Fatin Fatihah Shamsul ; Kamarudin, Latifah Munirah ; Ghazali, Najah ; Nishizaki, Hiromitsu ; Zakaria, Ammar ; Zakaria, Syed Muhammad Mamduh Bin Syed
- 1 March 2021
  Conference Paper
  
  Multi-Target Detection and Tracking (MTDT) Algorithm Based on Probabilistic Model for Smart Cities
  
  Journal of Physics: Conference Series 1755(1),012043
  
  Jadaa, Khalid Jamal ; Kamarudin, Latifah Munirah ; Hussein, Waleed Noori ; Zakaria, Ammar ; Zakaria, Syed Muhammad Mamduh Syed
- 1 March 2021
  Conference Paper
  
  Recent Advancements in Radio Frequency based Indoor Localization Techniques
  
  Journal of Physics: Conference Series 1755(1),012032
  
  Wye, Kenny Fong Peng ; Zakaria, Syed Muhammad Mamduh Syed ; Kamarudin, Latifah Munirah ; Zakaria, Ammar ; Ahmad, Norhawati Binti
- 1 March 2021
  Journal Paper
  
  Rf-based moisture content determination in rice using machine learning techniques
  
  Sensors 21(5),1875, pp. 1-20
  
  Azmi, Noraini ; Kamarudin, Latifah Munirah ; Zakaria, Ammar ; Ndzi, David Lorater ; Rahiman, Mohd Hafiz Fazalul ; Zakaria, Syed Muhammad Mamduh Syed ; Mohamed, Latifah
- 2021
  Book Series
  
  An Experimental Study of Deep Learning Approach for Indoor Positioning System Using WI-FI System
  
  Lecture Notes in Mechanical Engineering pp. 113-124
  
  Sa’ahiry A.H.A. ; Ismail A.H. ; Kamarudin L.M. ; Zakaria A. ; Nishizaki H.
- 1 November 2020
  Journal Paper
  
  A Design and Development of a Wireless Sensor Network for Potential Monitoring and Localization
  
  Journal of Electrical Engineering and Technology 15(6), pp. 2735-2743
  
  Ramli, Nurul Amira Mohd ; Rahiman, Mohd Hafiz Fazalul ; Malik, Muhammad Faiz Abdul ; Kamarudin, Latifah Munirah ; Mohamed, Latifah ; Zakaria, Ammar ; Abdullah, Mohammed Saeed Moqbel
- August 2020
  Conference Paper
  
  Simulation of Radio Tomographic Imaging for Measurement Rice Moisture Content
  
  Proceedings - 10th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2020 9204958, pp. 62-67
  
  Abdullah, Mohammed Saeed Moqbel ; Kamarudin, Latifah Munirah ; Rahiman, Mohd Hafiz Fazalul ; Mohamed, Latifah ; Zakaria, Ammar
- June 2020
  Journal Paper
  
  Rssi-based for device-free localization using deep learning technique
  
  Smart Cities 3(2),24
  
  Sukor, Abdul Syafiq Abdull ; Kamarudin, Latifah Munirah ; Zakaria, Ammar ; Rahim, Norasmadi Abdul ; Sudin, Sukhairi ; Nishizaki, Hiromitsu
- 18 May 2020
  Journal Paper
  
  Improved mobile robot based gas distribution mapping through propagated distance transform for structured indoor environment
  
  Advanced Robotics 34(10), pp. 637-647
  
  Visvanathan, Retnam ; Kamarudin, Kamarulzaman ; Mamduh, Syed Muhammad ; Toyoura, Masahiro ; Ali Yeon, Ahmad Shakaff ; Zakaria, Ammar ; Kamarudin, Latifah Munirah ; Mao, Xiaoyang ; Abdul Shukor, Shazmin Aniza
- March 2020
  Journal Paper
  
  Wi-fi for indoor device free passive localization (DFPL): An overview
  
  Indonesian Journal of Electrical Engineering and Informatics 8(1), pp. 103-111
  
  Gunasagaran R. ; Kamarudin L.M. ; Zakaria A.
- 3 December 2019
  Conference Paper
  
  A Review on the efficiency and accuracy of localization of moisture distributions sensing in agricultural silos
  
  IOP Conference Series: Materials Science and Engineering 705(1),012054
  
  Almaleeh A.A. ; Zakaria A. ; Zakaria S.M.M.S. ; Kamarudin L.M. ; Rahiman M.H.F. ; Sukor A.S.A. ; Rahim Y.A. ; Adom A.H.
- 3 December 2019
  Conference Paper
  
  RSSI-based Localization Zoning using K-Mean Clustering
  
  IOP Conference Series: Materials Science and Engineering 705(1),012038
  
  Wye, Kenny Fong Peng ; Kanagaraj, Ericson ; Zakaria, Syed Muhammad Mamduh Syed ; Kamarudin, Latifah Munirah ; Zakaria, Ammar ; Kamarudin, Kamarulzaman ; Ahmad, Norhawati
- 3 December 2019
  Conference Paper
  
  Assessment of Muscles Fatigue Based on Surface EMG Signals Using Machine Learning and Statistical Approaches: A Review
  
  IOP Conference Series: Materials Science and Engineering 705(1),012010
  
  Yousif, Hayder A. ; Zakaria, Ammar ; Rahim, Norasmadi Abdul ; Salleh, Ahmad Faizal Bin ; Mahmood, Mustafa ; Alfarhan, Khudhur A. ; Kamarudin, Latifah Munirah ; Mamduh, Syed Muhammad ; Hasan, Ali Majid ; Hussain, Moaid K.
- 3 December 2019
  Conference Paper
  
  Human Location Classification for Outdoor Environment
  
  IOP Conference Series: Materials Science and Engineering 705(1),012047
  
  Talib M.T.M. ; Rahiman M.H.F. ; Kamarudin L.M. ; Nishizaki, Hiromitsu ; Zakaria A.
- 3 December 2019
  Conference Paper
  
  Gas source localization accuracy: A comparison between conventional, weighted arithmetic mean and kernel-based gas distribution mapping methods in small indoor area
  
  IOP Conference Series: Materials Science and Engineering 705(1),012034
  
  Yeon A.S.A. ; Visvanathan R. ; Kamarudin K. ; Mamduh S.M. ; Zakaria A. ; Kamarudin L.M.
- 3 December 2019
  Conference Paper
  
  Electrochemical Techniques-Based approaches for Mycobacterium Tuberculosis Detection: Last Decade Review
  
  IOP Conference Series: Materials Science and Engineering 705(1),012019
  
  Alfarhan K. ; Zakaria A. ; Yusof N. ; Zakaria S. ; Abdullah J. ; Kamarudin L. ; Azmi U. ; Ariffin N.
- 3 December 2019
  Conference Paper
  
  A Review on Frequency Selection in Grain Moisture Content Detection
  
  IOP Conference Series: Materials Science and Engineering 705(1),012002
  
  Ramli N.A.M. ; Rahiman M.H.F. ; Kamarudin L.M. ; Zakaria A. ; Mohamed L.
- 3 December 2019
  Conference Paper
  
  A Review on Moisture Measurement Technique in Agricultural Silos
  
  IOP Conference Series: Materials Science and Engineering 705(1),012001
  
  Abdullah M.S.M. ; Rahiman M.H.F. ; Zakaria A. ; Kamarudin L.M. ; Mohamed L.
- 3 December 2019
  Conference Paper
  
  Discovering the Implementation Success Factors for IoT and Big Data Analytics in Transportation System
  
  IOP Conference Series: Materials Science and Engineering 705(1),012049
  
  Hussein W.N. ; Kamarudin L.M. ; Hussain H.N. ; Ishak N.A. ; Zakaria A. ; Jadaa K.J.
- 3 December 2019
  Conference Paper
  
  Map-Based Localization Indoor Environment for Object Tracking using RF Trackers
  
  IOP Conference Series: Materials Science and Engineering 705(1),012036
  
  Hing C.H. ; Fong P W K. ; Syed Zakaria S.M.M. ; Kamarudin L.M. ; Zakaria A. ; Kanagaraj E. ; Kamarudin K. ; Rahim Y.A. ; Ahmad N.
- November 2019
  Journal Paper
  
  A methodology for big data analytics and IoT-oriented transportation system for future implementation
  
  International Journal of Emerging Trends in Engineering Research 7(11),8, pp. 449-453
  
  Hussein W.N. ; Kamarudin L.M. ; Hamzah M.R. ; Hussain H.N. ; Jadaa K.J.
- September-October 2019
  Journal Paper
  
  Technology elements that influence the implementation success for big data analytics and IoT-oriented transportation system
  
  International Journal of Advanced Trends in Computer Science and Engineering 8(5), pp. 2347-2352
  
  Hussein W.N. ; Kamarudin L.M. ; Hussain H.N. ; Hamzah M.R. ; Jadaa K.J.
- September-October 2019
  Journal Paper
  
  Multi objects detection and tracking system for smart home using wireless sensor network
  
  International Journal of Advanced Trends in Computer Science and Engineering 8(5), pp. 2434-2441
  
  Jadaa, Khalid Jamal ; Kamarudin, Latifah Munirah ; Ahmad, R. Badlishah ; Hussein, Waleed Noori
- 14 August 2019
  Conference Paper
  
  WM-LEACH - An Improved Network Lifetime LEACH Protocol for Wireless Sensor Networks
  
  IOP Conference Series: Materials Science and Engineering 551(1),012057
  
  Mahmuddin M. ; Alabadleh W.A. ; Kamarudin L.M.
- 14 August 2019
  Conference Paper
  
  Throughput Analysis of WM-LEACH, LEACH, MH- LEACH and V-LEACH Protocol: A Simulation Based Approach
  
  IOP Conference Series: Materials Science and Engineering 551(1),012058
  
  Mahmuddin M. ; Alabadleh W.A. ; Kamarudin L.M.
- 14 August 2019
  Conference Paper
  
  A Comparative Study on Hoping Mechanism of LEACH Protocol in Wireless Sensor Networks: A Survey
  
  IOP Conference Series: Materials Science and Engineering 551(1),012056
  
  Mahmuddin M. ; Alabadleh W.A. ; Kamarudin L.M.
- July 2019
  Conference Paper
  
  Radio frequency identification (RFID) range test for animal activity monitoring
  
  2019 IEEE International Conference on Sensors and Nanotechnology, SENSORS and NANO 2019 8940097
  
  Azmi, Noraini ; Kamarudin, Latifah Munirah ; Zakaria, Ammar ; A/L Kanagaraj, Ericson ; Badlishah Ahmad R. ; Yusoff, Mohd Hafiz ; Abdullah, Engku Fadzli Hasan Syed ; Jamal, Azrul Amri
- July 2019
  Conference Paper
  
  Influence of moisture content in rice on radio signal strength indicator readings at 2.4GHz
  
  2019 IEEE International Conference on Sensors and Nanotechnology, SENSORS and NANO 2019 8940086
  
  Azmi N.; Kamarudin L.M.; Mohamed L.; Zakaria A.; Rahiman M.H.F.; Abdul Latiff N.A.
- July 2019
  Conference Paper
  
  IV-AQMS: HTTP and MQTT protocol from a realistic testbed
  
  2019 IEEE International Conference on Sensors and Nanotechnology, SENSORS and NANO 2019 8940094
  
  Goh, Chew Cheik ; Kanagaraj, Ericson ; Kamarudin, Latifah Munirah ; Zakaria, Ammar ; Nishizaki, Hiromitsu ; Mao, Xiaoyang
- July 2019
  Conference Paper
  
  Device-free localization and human mapping for ambient assisted living: Radio map approach
  
  2019 IEEE International Conference on Sensors and Nanotechnology, SENSORS and NANO 2019 8940070
  
  Shukri S. ; Kamarudin L.M. ; Rahiman M.H.F. ; Zakaria A. ; Ndzi D.L.
- July 2019
  Conference Paper
  
  2.4GHz RF based active RFID localization in industrial environment
  
  2019 IEEE International Conference on Sensors and Nanotechnology, SENSORS and NANO 2019 8940048
  
  Wye, Kenny Fong Peng ; Kanagaraj, Ericson ; Syed Zakaria, Syed Muhammad Mamduh ; Kamarudin, Latifah Munirah ; Zakaria, Ammar ; Ahmad, Norhawati Binti
- 12 April 2019
  Conference Paper
  
  Abnormality detection approach using deep learning models in smart home environments
  
  ACM International Conference Proceeding Series pp. 22-27
  
  Sukor A.S.A.; Zakaria A.; Rahim N.A.; Kamarudin L.M. ; Nishizaki H.
- 12 April 2019
  Conference Paper
  
  Enhancing the radio link quality of device-free localization system using directional antennas
  
  ACM International Conference Proceeding Series pp. 1-5
  
  Shukri S. ; Kamarudin L.M. ; Rahiman M.H.F. ; Ndzi D.L. ; Zakaria A. ; Azemi S.N.
- 12 April 2019
  Conference Paper
  
  Monitoring feeding and resting pattern of goats in dairy farm using long-range RFID-based system
  
  ACM International Conference Proceeding Series pp. 41-45
  
  Kamarudin, Latifah Munirah ; Zakaria, Ammar ; Rahman, Mohd Nordin Abdul ; Abdullah, Engku Fadzli Hasan Syed ; Ahmad, R. Badlishah ; Jamal, Azrul Amri
- 2019
  Journal Paper
  
  A hybrid approach of knowledge-driven and data-driven reasoning for activity recognition in smart homes
  
  Journal of Intelligent and Fuzzy Systems 36(5), pp. 4177-4188
  
  Sukor, Abdul Syafiq Abdull ; Zakaria, Ammar ; Rahim, Norasmadi Abdul ; Kamarudin, Latifah Munirah ; Setchi, Rossi ; Nishizaki, Hiromitsu
- 28 September 2018
  Conference Paper
  
  Human 3D Reconstruction and Identification Using Kinect Sensor
  
  2018 International Conference on Computational Approach in Smart Systems Design and Applications, ICASSDA 2018 8477609
  
  Lip, Chai Joon ; Yeon, Ahmad Shakaff Ali ; Kamarudin, Latifah Munirah ; Kamarudin, Kamarulzaman ; Visvanathan, Retnam ; Zaidi, Ahmad Firdaus Ahmad ; Mamduh, Syed Muhammad ; Zakaria, Ammar ; Nooriman, Wan Mohd
- 3 September 2018
  Journal Paper
  
  Real-time track cycling performance prediction using ANFIS system
  
  International Journal of Performance Analysis in Sport 18(5), pp. 806-822
  
  Sudin, Sukhairi ; Md Shakaff, Ali Yeon ; Zakaria, Ammar ; Salleh, Ahmad Faizal ; Kamarudin, Latifah Munirah ; Azmi, Noraini ; Ahmad Saad, Fathinul Syahir
- 2 September 2018
  Journal Paper
  
  Integrating SLAM and gas distribution mapping (SLAM-GDM) for real-time gas source localization
  
  Advanced Robotics 32(17), pp. 903-917
  
  Kamarudin, Kamarulzaman ; Md Shakaff, Ali Yeon ; Bennetts, Victor Hernandez ; Mamduh, Syed Muhammad ; Zakaria, Ammar ; Visvanathan, Retnam ; Ali Yeon, Ahmad Shakaff ; Kamarudin, Latifah Munirah
- 2 July 2018
  Conference Paper
  
  Embedded Device Free Passive (EDfP) System: Effect of WiFi Protocols
  
  2018 IEEE 16th Student Conference on Research and Development, SCOReD 2018 8710806
  
  Gunasagaran, R., Kamarudin, L.M., Zakaria, A.
- 2 July 2018
  Conference Paper
  
  Embedded Device Free Passive (EDfP) System: Sensitivity of ESP32
  
  2018 IEEE 16th Student Conference on Research and Development, SCOReD 2018 8710808
  
  Gunasagaran, R., Kamarudin, L.M., Zakaria, A.
- 1 June 2018
  Conference Paper
  
  The Prospect of Internet of Things and Big Data Analytics in Transportation System
  
  Journal of Physics: Conference Series 1018(1),012013
  
  Hussein W.N.; Kamarudin L.M. ; Hussain H.N. ; Zakaria A. ; Badlishah Ahmed R. ; Zahri N.A.H.
- 2 April 2018
  Journal Paper
  
  A study on volatile organic compounds emitted by in-vitro lung cancer cultured cells using gas sensor array and SPME-GCMS
  
  BMC Cancer 18(1),362
  
  Thriumani, Reena ; Zakaria, Ammar ; Hashim, Yumi Zuhanis Has-Yun ; Jeffree, Amanina Iymia ; Helmy, Khaled Mohamed ; Kamarudin, Latifah Munirah ; Omar, Mohammad Iqbal ; Shakaff, Ali Yeon Md ; Adom, Abdul Hamid ; Persaud, Krishna C.
- 19 March 2018
  Conference Paper
  
  Gas Source Localization via Behaviour Based Mobile Robot and Weighted Arithmetic Mean
  
  IOP Conference Series: Materials Science and Engineering 318(1),012049
  
  Ali Yeon, Ahmad Shakaff ; Kamarudin, Kamarulzaman ; Visvanathan, Retnam ; Syed Zakaria, Syed Muhammad Mamduh ; Zakaria, Ammar ; Kamarudin, Latifah Munirah
- 19 March 2018
  Conference Paper
  
  Early Wheel Train Damage Detection Using Wireless Sensor Network Antenna
  
  IOP Conference Series: Materials Science and Engineering 318(1),012034
  
  Fazilah, A.F.M., Azemi, S.N., Azremi, A.A.H., Soh, P.J., Kamarudin, L.M.
- 19 March 2018
  Conference Paper
  
  Design and Development of Multi-Transceiver Lorafi Board consisting LoRa and ESP8266-Wifi Communication Module
  
  IOP Conference Series: Materials Science and Engineering 318(1),012051
  
  Azmi, Noraini ; Sudin, Sukhairi ; Kamarudin, Latifah Munirah ; Zakaria, Ammar ; Visvanathan, Retnam ; Cheik, Goh Chew ; Syed Zakaria, Syed Muhammad Mamduh ; Alfarhan, Khudhur Abdullah ; Badlishah Ahmad R.
- 2018
  Book Series
  
  Integration of Fuzzy C-Means and Artificial Neural Network for Short-Term Localized Rainfall Forecast in Tropical Climate
  
  Lecture Notes in Networks and Systems 16, pp. 499-516
  
  Mohd-Safar, N.Z., Ndzi, D., Sanders, D., Noor, H.M., Kamarudin, L.M.
- 2018
  Journal Paper
  
  Unified implementation framework for big data analytics and internet of things-oriented transportation system
  
  Journal of Engineering and Applied Sciences 13(11), pp. 4217-4227
  
  Hussein, W.N., Hussain, H.N., Kamarudin, L.M.
- 2018
  Journal Paper
  
  Impact of haze on air quality: SO2 and NO2 levels during 2015 Malaysian haze episode
  
  Future of Food: Journal on Food, Agriculture and Society 6(Specialissue), pp. 83-87
  
  Abdullah, N.S., Kamarudin, L.M., Zakaria, A., Md Shakaff, A.Y.
- 2018
  Journal Paper
  
  Gas sensing mobile robot: A review
  
  Journal of Telecommunication, Electronic and Computer Engineering 10(1-15), pp. 101-105
  
  Visvanathan R. ; Kamarudin K. ; Mamduh S.M. ; Yeon A.S.A. ; Zakaria A. ; Kamarudin L.M. ; Shukor S.A.A. ; Shakaff A.Y.M.
- 2018
  Journal Paper
  
  Cloud-based in-vehicle air quality monitoring system with GSM module
  
  Journal of Telecommunication, Electronic and Computer Engineering 10(1-14), pp. 77-81
  
  Goh, C.C., Kamarudin, L.M., Sudin, S., Visvanathan, R., Zakaria, A.
- 2018
  Journal Paper
  
  Impact of haze on air quality: SO2 and NO2 levels during 2015 Malaysian haze episode
  
  Asian Journal of Agriculture and Biology 6(Specialissue), pp. 83-87
  
  Abdullah, N.S., Kamarudin, L.M., Zakaria, A., Shakaff, A.Y.
- 2018
  Journal Paper
  
  Gas source localization using grey Wolf optimizer
  
  Journal of Telecommunication, Electronic and Computer Engineering 10(1-13), pp. 95-98
  
  Mamduh S.M. ; Kamarudin K. ; Shakaff A.Y.M. ; Zakaria A. ; Visvanathan R. ; Yeon A.S.A. ; Kamarudin L.M. ; Nasir A.S.A.
- 2018
  Book Series
  
  Integration of fuzzy C-means and artificial neural network for short-term localized rainfall forecasting in tropical climate
  
  Studies in Computational Intelligence 751, pp. 325-348
  
  Mohd-Safar, N.Z., Ndzi, D., Sanders, D., Noor, H.M., Kamarudin, L.M.
- 1 November 2017
  Journal Paper
  
  Device free localization technology for human detection and counting with RF sensor networks: A review
  
  Journal of Network and Computer Applications 97, pp. 157-174
  
  Shukri, S., Kamarudin, L.M.
- 1 November 2017
  Journal Paper
  
  A robust multimedia surveillance system for people counting
  
  Multimedia Tools and Applications 76(22), pp. 23777-23804
  
  Al-Zaydi, Z.Q.H., Ndzi, D.L., Kamarudin, M.L., Zakaria, A., Shakaff, A.Y.M.
- 1 September 2017
  Journal Paper
  
  Enhanced experimental investigation of threshold determination for efficient channel detection in 2.4 GHz WLAN cognitive radio networks
  
  International Journal of Microwave and Optical Technology 12(5), pp. 374-381
  
  Morshed M.N.; Khatun S.; Kamarudin L.M.; Aljunid S.A.; Ahmad, R. Badlishah Ahmad R.B.; Zakaria A.; Fakir M.M.
- April-June 2017
  Journal Paper
  
  Climatic parameters and vegetation effect on wireless routing pattern in greenhouse
  
  Journal of Telecommunication, Electronic and Computer Engineering 9(2), pp. 5-8
  
  Harun A. ; Mohamed Farook, Rohani S. ; Kamarudin L.M. ; Jaafar M.N. ; Murad S.A.Z. ; Isa M.N. ; Husin Z. ; Aziz A.A.H. ; Hambali N.A.M.A.
- 17 March 2017
  Conference Paper
  
  Towards harnessing Wireless Sensor Networks for supporting the development process in Iraq
  
  ICOS 2016 - 2016 IEEE Conference on Open Systems 7881993, pp. 81-86
  
  Aldeer, M.M.N., Howard, R.E., Martin, R.P., Alkadhimi, K., Kamarudin, L.M.
- 13 March 2017
  Conference Paper
  
  Gas dispersion with induced airflow in mobile olfaction testbed
  
  AIP Conference Proceedings 1808,020051
  
  Mamduh S.M. ; Kamarudin K. ; Visvanathan R. ; Yeon A.S.A. ; Shakaff A.Y.M. ; Zakaria A. ; Kamarudin L.M. ; Abdullah A.H.
- 13 March 2017
  Conference Paper
  
  Cognitive radio based optimal channel sensing and resources allocation
  
  AIP Conference Proceedings 1808,020059
  
  Vijayasarveswari V. ; Khatun S. ; Fakir M.M. ; Nayeem M.N. ; Kamarudin L.M. ; Jakaria A.
- 13 March 2017
  Conference Paper
  
  Feature extraction techniques using multivariate analysis for identification of lung cancer volatile organic compounds
  
  AIP Conference Proceedings 1808,020054
  
  Thriumani, Reena ; Zakaria, Ammar ; Hashim, Yumi Zuhanis Has-Yun ; Helmy, Khaled Mohamed ; Omar, Mohammad Iqbal ; Jeffree, Amanina ; Adom, Abdul Hamid ; Shakaff, Ali Yeon Md ; Kamarudin, Latifah Munirah
- 13 March 2017
  Conference Paper
  
  Adaptive threshold determination for efficient channel sensing in cognitive radio network using mobile sensors
  
  AIP Conference Proceedings 1808,020033
  
  Morshed M.N. ; Khatun S. ; Kamarudin L.M. ; Aljunid S.A. ; Ahmad R.B. ; Zakaria A. ; Fakir M.M.
- 13 March 2017
  Conference Paper
  
  Cross-sensitivity of metal oxide gas sensor to ambient temperature and humidity: Effects on gas distribution mapping
  
  AIP Conference Proceedings 1808,020025
  
  Kamarudin K. ; Bennetts V.H. ; Mamduh S.M. ; Visvanathan R. ; Yeon A.S.A. ; Shakaff A.Y.M. ; Zakaria A. ; Abdullah A.H. ; Kamarudin L.M.
- 13 March 2017
  Conference Paper
  
  Enabling IoT: Integration of wireless sensor network for healthcare application using Waspmote
  
  AIP Conference Proceedings 1808,020010
  
  Azmi, N., Kamarudin, L.M.
- 13 March 2017
  Conference Paper
  
  Assessment on ground-level nitrogen dioxide (NO2) and ammonia (NH3) at secondary forest of Mata Ayer and Kangar, Perlis
  
  AIP Conference Proceedings 1808,020001
  
  Abdullah, Nadiah Syafiqah ; Kamarudin, Latifah Munirah ; Hamidin, Nasrul ; Zakaria, Ammar ; Gunasagaran, Rajeshkumar ; Shakaff, Ali Yeon Md.
- 8 February 2017
  Conference Paper
  
  Investigation of Wireless Sensor Network Energy Detection under varying WiFi multimedia streaming in real-home environment
  
  IEEE Region 10 Annual International Conference, Proceedings/TENCON 7848411, pp. 2172-2175
  
  Azmi, N., Kamarudin, L.M., Ndzi, D.L., Khatun, S., Zakaria, A.
- 1 February 2017
  Conference Paper
  
  Analysis of Signal Propagation in an Experiment Room with Epoxy Covered Floor for Wireless Sensor Network Applications
  
  MATEC Web of Conferences 97,01041
  
  Harun A. ; Murad S.A.Z. ; Ramli M.F. ; Kamarudin L.M. ; Ndzi D.L. ; Hambali N.A.M.A. ; Mohyar S.N. ; Isa M.N.
- 6 January 2017
  Conference Paper
  
  Internet of Things: Solar power under forest canopy
  
  Proceedings - 14th IEEE Student Conference on Research and Development: Advancing Technology for Humanity, SCOReD 2016 7810056
  
  Gunasagaran, R., Kamarudin, L.M., Kanagaraj, E., Zakaria, A., Shakaff, A.Y.M.
- 6 January 2017
  Conference Paper
  
  Web query for things: Webpage data query service for Internet-of-Things: Enabling compute intensive web data queries for resources constrained devices
  
  Proceedings - 14th IEEE Student Conference on Research and Development: Advancing Technology for Humanity, SCOReD 2016 7810077
  
  Kanagaraj, E., Kamarudin, L.M., Gunasagaran, R., Zakaria, A., Shakaff, A.Y.M.
- 3 January 2017
  Conference Paper
  
  Analysis of RSSI-based DFL for human detection in indoor environment using IRIS mote
  
  2016 3rd International Conference on Electronic Design, ICED 2016 7804640, pp. 216-221
  
  Shukri S. ; Kamarudin L.M. ; Cheik, Goh Chew ; Gunasagaran R. ; Zakaria A. ; Kamarudin K. ; Zakaria S.M.M.S. ; Harun A. ; Azemi S.N.
- 3 January 2017
  Conference Paper
  
  Connecting WSN to Google fusion tables, a REST database for data storage
  
  2016 3rd International Conference on Electronic Design, ICED 2016 7804664, pp. 342-347
  
  Alimon, M.S.A.M., Kamarudin, L.M., Cheik, G.C.
- 3 January 2017
  Conference Paper
  
  Compact antenna design for outdoor RF energy harvesting in wireless sensor networks
  
  2016 3rd International Conference on Electronic Design, ICED 2016 7804636, pp. 199-202
  
  Osman, Z., Azemi, S.N., Ezanuddin, A.A.M., Kamarudin, L.M.
- 3 January 2017
  Conference Paper
  
  Size efficiency for sensor node with embedded processing unit
  
  2016 3rd International Conference on Electronic Design, ICED 2016 7804642, pp. 226-229
  
  Alee, N., Ehkan, P., Kamarudin, L.M., Harun, A.
- 3 January 2017
  Conference Paper
  
  Non-invasive blood glucose measurement performance analysis through UWB imaging
  
  2016 3rd International Conference on Electronic Design, ICED 2016 7804698, pp. 513-516
  
  Ali, M.S., Shoumy, N.J., Khatun, S., Kamarudin, L.M., Vijayasarveswari, V.
- 2017
  Conference Paper
  
  Shalala cipher, a new implementation of vigenere cipher for wireless sensor node security
  
  IoTBDS 2017 - Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security pp. 363-369
  
  Md Alimon, M.S.A., Kamarudin, L.M., Harun, A., Zakaria, A., Shukri, S.
- 2017
  Conference Paper
  
  RSSI-based device free localization for elderly care application
  
  IoTBDS 2017 - Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security pp. 125-135
  
  Shukri, Shaufikah ; Kamarudin, Latifah Munirah ; Ndzi, David Lorater ; Zakaria, Ammar ; Azemi, Saidatul Norlyna ; Kamarudin, Kamarulzaman ; Zakaria, Syed Muhammad Mamduh Syed
- 27 October 2016
  Conference Paper
  
  Empirical study on suitable scan duration for energy detection in clear channel assessment sensing method for IEEE802.15.4 transceiver
  
  2015 IEEE 12th Malaysia International Conference on Communications, MICC 2015 7725408, pp. 64-69
  
  Azmi, N., Kamarudin, L.M., Zakaria, A., Shakaff, A.Y.M.
- 1 August 2016
  Journal Paper
  
  An adaptive people counting system with dynamic features selection and occlusion handling
  
  Journal of Visual Communication and Image Representation 39, pp. 218-225
  
  Al-Zaydi, Z.Q.H., Ndzi, D.L., Yang, Y., Kamarudin, M.L.
- 3 January 2016
  Conference Paper
  
  Monitoring of carbon dioxide (CO2) accumulation in vehicle cabin
  
  2016 3rd International Conference on Electronic Design, ICED 2016 7804682, pp. 427-432
  
  Goh, C.C., Kamarudin, L.M., Shukri, S., Abdullah, N.S., Zakaria, A.
- 2016
  Journal Paper
  
  Evaluation of video transmission of MAC protocols in wireless sensor network
  
  Journal of Telecommunication, Electronic and Computer Engineering 8(10), pp. 189-192
  
  Maulidin, Mahmuddin, M., Kamarudin, L.M.
- 2016
  Journal Paper
  
  Internet of things technology for greenhouse monitoring and management system based on wireless sensor network
  
  ARPN Journal of Engineering and Applied Sciences 11(22), pp. 13169-13175
  
  Halim, A.A.A., Hassan, N.M., Zakaria, A., Kamarudin, L.M., Bakar, A.H.A.
- 2016
  Journal Paper
  
  Non-overlapping channel utilization and noise floor measurement of 2.4 GHz wireless LAN based cognitive radio network
  
  International Journal of Applied Engineering Research 11(12), pp. 7883-7887
  
  Morshed, M.N., Khatun, S., Kamarudin, L.M., Aljunid, S.A., Fakir, M.
- 2016
  Journal Paper
  
  Non-invasive ultra-wide band system for reliable blood glucose level detection
  
  International Journal of Applied Engineering Research 11(14), pp. 8373-8376
  
  Ali, M.S., Khatun, S., Kamarudin, L.M., Shoumy, N.J., Islam, M.
- 2016
  Journal Paper
  
  Performance measurement of 2.4 GHz WLAN channels for overlapped and non-overlapped Wi-Fi direct channel activity
  
  International Journal of Microwave and Optical Technology 11(4), pp. 268-273
  
  Morshed M.N.; Khatun S.; Kamarudin L.M.; Aljunid S.A.; Fakir M.; Azmi N.
- 2016
  Journal Paper
  
  Simulation and analysis of LEACH for wireless sensor networks in agriculture
  
  International Journal of Sensor Networks 21(1), pp. 16-26
  
  Kamarudin L.M.; Ahmad R.B.; Ndzi D.L.; Zakaria A.; Kamarudin K.; Ahmed M.E.E.S.
- 31 December 2015
  Conference Paper
  
  Visualisation of acoustic entropy index for rainforest health monitoring system
  
  2015 IEEE SENSORS - Proceedings 7370531
  
  Razali M.H.M.; Zakaria A.; Shakaff A.Y.M.; Saad R.V.F.S.A.; Kamarudin L.M.; Abdullah, N.S. Hj
- 31 December 2015
  Conference Paper
  
  Internet of things: Sensor to sensor communication
  
  2015 IEEE SENSORS - Proceedings 7370448
  
  Gunasagaran R. ; Kamarudin L.M. ; Zakaria A. ; Kanagaraj E. ; Alimon M.S.A.M. ; Shakaff A.Y.M. ; Ehkan P. ; Visvanathan R. ; Razali M.H.M.
- 31 December 2015
  Conference Paper
  
  Cloud-based remote environmental monitoring system with distributed WSN weather stations
  
  2015 IEEE SENSORS - Proceedings 7370449
  
  Kanagaraj, E., Kamarudin, L.M., Zakaria, A., Gunasagaran, R., Shakaff, A.Y.M.
- 31 December 2015
  Conference Paper
  
  Mobile robot localization system using multiple ceiling mounted cameras
  
  2015 IEEE SENSORS - Proceedings 7370454
  
  Visvanathan R. ; Mamduh S.M. ; Kamarudin K. ; Yeon A.S.A. ; Zakaria A. ; Shakaff A.Y.M. ; Kamarudin L.M. ; Saad F.S.A.
- 12 December 2015
  Journal Paper
  
  In-vitro diagnosis of single and poly microbial species targeted for diabetic foot infection using e-nose technology
  
  BMC Bioinformatics 16(1),158
  
  Yusuf N.; Zakaria A.; Omar M.I.; Shakaff A.Y.M.; Masnan M.J.; Kamarudin L.M.; Abdul Rahim N.; Zakaria N.Z.I.; Abdullah A.A.; Othman A.; Yasin M.S.
- 9 December 2015
  Journal Paper
  
  Development of a scalable testbed for mobile olfaction verification
  
  Sensors (Switzerland) 15(12), pp. 30894-30912
  
  Zakaria S.M.M.S.; Visvanathan R.; Kamarudin K.; Yeon A.S.A.; Shakaff A.Y.M.; Zakaria A.; Kamarudin L.M.
- 2015
  Conference Paper
  
  Implementation of Behaviour Based Robot with Sense of Smell and Sight
  
  Procedia Computer Science 76, pp. 119-125
  
  Yeon A.S.A. ; Visvanathan R. ; Mamduh S.M. ; Kamarudin K. ; Kamarudin L.M. ; Zakaria A.
- 2015
  Journal Paper
  
  Stingless bee colony health sensing through integrated wireless system
  
  Jurnal Teknologi 77(28), pp. 85-90
  
  Harun A. ; Zaaba S.K. ; Kamarudin L.M. ; Zakaria A. ; Mohamed Farook, Rohani S. ; Ndzi D.L. ; Shakaff A.Y.M.
- 2015
  Journal Paper
  
  A preliminary study on detection of lung cancer cells based on volatile organic compounds sensing using electronic nose
  
  Jurnal Teknologi 77(7), pp. 67-71
  
  Thriumani, Reena ; Jeffree, Amanina Iymia ; Zakaria, Ammar ; Hasyim, Yumi Zuhanis Has-Yun ; Helmy, Khaled Mohamed ; Omar, Mohammad Iqbal ; Adom, Abdul Hamid ; Shakaff, Ali Yeon ; Kamarudin, Latifah Munirah
- 2015
  Journal Paper
  
  The study of vegetation effect on wireless streaming video for agricultural monitoring
  
  Jurnal Teknologi 76(12), pp. 53-58
  
  Ramli, Mohd Fitri ; Kamarudin, Latifah Munirah ; Ndzi, David Lorater ; Harun, Azizi ; Turner, Jamie Siregar Cynthia ; Hassan, Najmudin ; Shakaff, Ali Yeon Md. ; Jaafar, Mahmad Nor ; Zakaria, Ammar
- 2015
  Journal Paper
  
  Feasibility analysis of 2D-SLAM using combination of kinect and laser scanner
  
  Jurnal Teknologi 76(12), pp. 9-15
  
  Yeon, Ahmad Shakaff Ali ; Kamarudin, Kamarulzaman ; Visvanathan, Retnam ; Mamduh, Syed Muhammad ; Kamarudin, Latifah Munirah ; Zakaria, Ammar ; Shakaff, Ali Yeon Md
- 2015
  Journal Paper
  
  A real-time portable bioacoustics species identification design concepts
  
  International Journal of Engineering and Technology 7(2), pp. 743-748
  
  Alee, N., Ehkan, P., Kamarudin, L.M., Badlishah Ahmad, R.
- 2015
  Conference Paper
  
  Energy efficient partition-lightpath scheme for IP over WDM core networks
  
  Procedia Computer Science 52(1), pp. 515-522
  
  Mohd Warip M.N. ; Andonovic I. ; Glesk I. ; Badlishah Ahmad R. ; Ehkan P. ; Kamarudin L.M. ; Elshaikh M.
- 2015
  Journal Paper
  
  Flexible and autonomous integrated system for characterizing metal oxide gas sensor response in dynamic environment
  
  Instrumentation Science and Technology 43(1), pp. 74-88
  
  Kamarudin, Kamarulzaman ; Mamduh, Syed Muhammad ; Md Shakaff, Ali Yeon ; Saad, Shaharil Mad ; Zakaria, Ammar ; Abdullah, Abu Hassan ; Kamarudin, Latifah Munirah
- 30 September 2014
  Conference Paper
  
  Sound analyser for bioacoustic monitoring system using LabVIEW
  
  I4CT 2014 - 1st International Conference on Computer, Communications, and Control Technology, Proceedings 6914221, pp. 434-437
  
  Razali M.H.M. ; Azmi N. ; Zakaria A. ; Kamarudin L.M. ; Mamduh S.M. ; Kamarudin K. ; Shukor S.A.A. ; Shakaff A.Y.M. ; Rahim N.A. ; Saad F.S.A.
- 30 March 2014
  Conference Paper
  
  A preliminary study on in-vitro lung cancer detection using E-nose technology
  
  Proceedings - 4th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2014 7072789, pp. 601-605
  
  Thriumani R. ; Zakaria A. ; Jeffree A.I. ; Hishamuddin N.A. ; Omar M.I. ; Adom A.H. ; Shakaff A.Y.M. ; Kamarudin L.M. ; Yusuf N. ; Helmy K.M. ; Hashim Y.Z.H.Y.
- 2014
  Conference Paper
  
  Quartz crystal microbalance for bacteria application review
  
  2014 2nd International Conference on Electronic Design, ICED 2014 7015849, pp. 455-460
  
  Saad, Nor Aimi ; Zaaba S.K. ; Zakaria A. ; Kamarudin L.M. ; Wan, Khairunizam ; Shariman A.B.
- 2014
  Conference Paper
  
  Plant bio-absorber for ammonia gas absorption using I2C interface data acquisition system
  
  2014 2nd International Conference on Electronic Design, ICED 2014 7015856, pp. 488-492
  
  Bakri M.I.M. ; Zakaria A. ; Zakaria S.M.M.S. ; Kamarudin L.M. ; Shakaff A.Y.M. ; Saad F.S.A. ; Ibrahim M.F. ; Razali M.H.M.
- 2014
  Conference Paper
  
  Bio-inspired taste assessment of pure and adulterated honey using multi-sensing technique
  
  2014 2nd International Conference on Electronic Design, ICED 2014 7015812, pp. 270-274
  
  Maamor H.N. ; Rashid F.N.A. ; Zakaria N.Z.I. ; Zakaria A. ; Kamarudin L.M. ; Jaafar M.N. ; Shakaff A.Y.M. ; Subari N. ; Yusuf N. ; Ismail S.W.M. ; Adnan K.N.A.K.
- 2014
  Conference Paper
  
  Water quality classification and monitoring using e-nose and e-tongue in aquaculture farming
  
  2014 2nd International Conference on Electronic Design, ICED 2014 7015827, pp. 343-346
  
  Adnan K.N.A.K. ; Yusuf N. ; Maamor H.N. ; Rashid F.N.A. ; Ismail S.W.M. ; Thriumani R. ; Zakaria A. ; Kamarudin L.M. ; Shakaff A.Y.M. ; Jaafar M.N. ; Ahmad M.N.
- 2014
  Conference Paper
  
  Cancer detection using an electronic nose: A preliminary study on detection and discrimination of cancerous cells
  
  IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet" 7047609, pp. 752-756
  
  Thriumani R. ; Zakaria A. ; Jeffree A.I. ; Hishamuddin N.A. ; Omar M.I. ; Adom A.H. ; Shakaff A.Y.M. ; Kamarudin L.M. ; Yusuf N. ; Hashim Y.Z.H.Y. ; Helmy K.M.
- 2014
  Conference Paper
  
  Comparison of various pattern recognition techniques based on e-nose for identifying bacterial species in diabetic wound infections
  
  WIT Transactions on Information and Communication Technologies 53, pp. 43-59
  
  Yusuf, Nurlisa ; Abdullah, Azian Azamimi ; Omar, Mohammad Iqbal ; Zakaria, Ammar ; Kamarudin, Latifah Munirah ; Shakaff, Ali Yeon Md ; Adom, Abdul Hamid ; Masnan, Maz Jamilah ; Juan, Yeap Ewe ; Othman, Amizah ; Yassin, Mohd Sadek
- 2014
  Journal Paper
  
  Wireless sensor network coverage measurement and planning in mixed crop farming
  
  Computers and Electronics in Agriculture 105, pp. 83-94
  
  Ndzi, David L. ; Harun, Azizi ; Ramli, Fitri M. ; Kamarudin, Munirah L. ; Zakaria, Ammar ; Shakaff, Ali Yeon Md. ; Jaafar, Mahmad N. ; Zhou, Shikun ; Farook, Rohani S.
- January 2014
  Journal Paper
  
  Rapid identification method of aerobic bacteria in diabetic foot ulcers using electronic nose
  
  Advanced Science Letters 20(1), pp. 37-41
  
  Abdullah, Azian Azamimi ; Jing, Tan Woei ; Sie, Chua Ai ; Yusuf, Nurlisa ; Zakaria, Ammar ; Omar, Mohammad Iqbal ; Shakaff, Ali Yeon Md ; Adom, Abdul Hamid ; Kamarudin, Latifah Munirah ; Juan, Yeap Ewe ; Othman, Amizah ; Yassin, Mohd Sadek
- October 2013
  Journal Paper
  
  Mitigating interference in a heterogeneous wireless network using channel selection
  
  Advances in Environmental Biology 7(SPEC. ISSUE 12), pp. 3766-3774
  
  Hassan, M.N., Kamarudin, L.M., Zakaria, A.
- October 2013
  Journal Paper
  
  Integration and deployment of IEEE 802.15.4 wireless sensor networks with a wireless mesh backhaul network
  
  Advances in Environmental Biology 7(SPEC. ISSUE 12), pp. 3775-3782
  
  Hassan, M.N., Kamarudin, L.M., Zakaria, A., Ahmad, R.B.
- 2013
  Book Series
  
  Bacteria classification using electronic nose for diabetic wound monitoring
  
  Applied Mechanics and Materials 339, pp. 167-172
  
  Abdullah, Azian Azamimi ; Yusuf, Nurlisa ; Zakaria, Ammar ; Iqbal Omar, Mohammad ; Md Shakaff, Ali Yeon ; Adom, Abdul Hamid ; Kamarudin, Latifah Munirah ; Juan, Yeap Ewe ; Othman, Amizah ; Yassin, Mohd Sadek
- 2013
  Conference Series
  
  Method to convert Kinect's 3D depth data to a 2D map for indoor SLAM
  
  Proceedings - 2013 IEEE 9th International Colloquium on Signal Processing and its Applications, CSPA 2013 6530050, pp. 247-251
  
  Kamarudin, Kamarulzaman ; Mamduh, Syed Muhammad ; Shakaff, Ali Yeon Md ; Saad, Shaharil Mad ; Zakaria, Ammar ; Abdullah, Abu Hassan ; Kamarudin, Latifah Munirah
- 2013
  Conference Series
  
  Diagnosis of bacteria for diabetic foot infection using electronic nose technology
  
  2013 IEEE Conference on Wireless Sensor, ICWISE 2013 6728791, pp. 114-118
  
  Yusuf N. ; Omar M.I. ; Zakaria A. ; Abdullah A.A. ; Kamarudin L.M. ; Shakaff A.Y.M. ; Masnan M.J. ; Zakaria N.Z.I. ; Yeap E.J. ; Othman A. ; Yassin M.S.
- 2013
  Conference Series
  
  Electronic nose as the rapid technique for aroma assesment of vegetable oils
  
  2013 IEEE Conference on Wireless Sensor, ICWISE 2013 6728794, pp. 130-133
  
  Rashid F.N.A. ; Maamor H.N. ; Zakaria N.Z.I. ; Yusuf N. ; Adnan K.A.K. ; Zakaria A. ; Kamarudin L.M. ; Shakaff A.Y.M.
- 2013
  Conference Series
  
  The study of human movement effect on signal strength for indoor WSN deployment
  
  2013 IEEE Conference on Wireless Sensor, ICWISE 2013 6728775, pp. 30-35
  
  Turner, Jamie S.C. ; Ramli M.F. ; Kamarudin L.M. ; Zakaria A. ; Shakaff A.Y.M. ; Ndzi D.L. ; Nor C.M. ; Hassan N. ; Mamduh S.M.
- 2013
  Conference Series
  
  Electronic flavour assessment techniques for Orthosiphon stamineus tea from different manufacturers
  
  2013 IEEE Conference on Wireless Sensor, ICWISE 2013 6728795, pp. 134-138
  
  Zakaria N.Z.I. ; Masnan M.J. ; Shakaff A.Y.M. ; Zakaria A. ; Kamarudin L.M. ; Yusuf N. ; Aziz A.H.A.
- May 2012
  Journal Paper
  
  Improved maturity and ripeness classifications of Magnifera Indica cv. harumanis mangoes through sensor fusion of an electronic nose and acoustic sensor
  
  Sensors (Switzerland) 12(5), pp. 6023-6048
  
  Zakaria, Ammar ; Md Shakaff, Ali Yeon ; Masnan, Maz Jamilah ; Saad, Fathinul Syahir Ahmad ; Adom, Abdul Hamid ; Ahmad, Mohd Noor ; Jaafar, Mahmad Nor ; Abdullah, Abu Hassan ; Kamarudin, Latifah Munirah
- 2012
  Conference Paper
  
  Modeling and simulation of WSNs for agriculture applications using dynamic transmit power control algorithm
  
  Proceedings - 3rd International Conference on Intelligent Systems Modelling and Simulation, ISMS 2012 6169773, pp. 616-621
  
  Kamarudin L.M. ; Ahmad R.B. ; Ndzi D. ; Zakaria A. ; Ong B.L. ; Kamarudin K. ; Harun A. ; Mamduh S.M.
- 2012
  Conference Paper
  
  Comparative performance analysis of wireless RSSI in wireless sensor networks motes in tropical mixed-crop precision farm
  
  Proceedings - 3rd International Conference on Intelligent Systems Modelling and Simulation, ISMS 2012 6169771, pp. 606-610
  
  Harun A. ; Ramli M.F. ; Kamarudin L.M. ; Ndzi D.L. ; Shakaff A.Y.M. ; Zakaria A. ; Jaafar M.N.
- 2012
  Conference Paper
  
  Data mining on climatic factors for Harumanis mango yield prediction
  
  Proceedings - 3rd International Conference on Intelligent Systems Modelling and Simulation, ISMS 2012 6169685, pp. 115-119
  
  Farook, Rohani S. Mohamed ; Aziz, Abdul Hallis Abdul ; Harun, Azizi ; Husin, Zulkifli ; Md Shakaff, Ali Yeon ; Jaafar, Mahmad Nor ; Ndzi D.L. ; Zakaria, Ammar ; Kamarudin, Latifah Munirah
- 2012
  Conference Paper
  
  Hand-held Electronic Nose sensor selection system for Basal Stamp Rot (BSR) disease detection
  
  Proceedings - 3rd International Conference on Intelligent Systems Modelling and Simulation, ISMS 2012 6169796, pp. 737-742
  
  Abdullah A.H. ; Adom A.H. ; Shakaff A.Y.M. ; Ahmad M.N. ; Zakaria A. ; Saad F.S.A. ; Isa C.M.N.C. ; Masnan M.J. ; Kamarudin L.M.
- 2012
  Journal Paper
  
  Odour and hazardous gas monitoring system for swiftlet farming using wireless sensor network (WSN)
  
  Chemical Engineering Transactions 30, pp. 331-336
  
  Mamduh, Syed M. ; Shakaff, Ali Y. Md. ; Saad, Shaharil M. ; Kamarudin, Kamarulzaman ; Kamarudin, Latifah M. ; Zakaria, Ammar ; Kamarudin H. ; Ezanuddin A.M.M. ; Sa'Ad, Fathinul S.A. ; Nooriman W.M. ; Abdullah, Abu H.
- 2012
  Journal Paper
  
  Chicken farm malodour monitoring using portable electronic nose system
  
  Chemical Engineering Transactions 30, pp. 55-60
  
  Abdullah, Abu H. ; Shakaff, Ali Y.M. ; Adom, Abdul H. ; Zakaria, Ammar ; Saad, Fathinul S.A. ; Kamarudin, Latifah M.
- 2012
  Journal Paper
  
  Signal propagation in aquaculture environment for wireless sensor network applications
  
  Progress in Electromagnetics Research 131, pp. 477-494
  
  Harun A. ; Ndzi D.L. ; Ramli M.F. ; Shakaff A.Y.M. ; Ahmad M.N. ; Kamarudin L.M. ; Zakaria A. ; Yang Y.
- 2012
  Journal Paper
  
  Signal propagation analysis for low data rate wireless sensor network applications in sport grounds and on roads
  
  Progress in Electromagnetics Research 125, pp. 1-19
  
  Ndzi D.L. ; Arif M.A.M. ; Shaka A.Y.M. ; Ahmad M.N. ; Harun A. ; Kamarudin L.M. ; Zakaria A. ; Ramli M.F. ; Razalli M.S.
- 2011
  Journal Paper
  
  Vegetation attenuation measurements and modeling in plantations for wireless sensor network planning
  
  Progress In Electromagnetics Research B (36), pp. 283-301
  
  Ndzi D.L. ; Kamarudin L.M. ; Mohammad E.A.A. ; Zakaria A. ; Ahmad R.B. ; Fareq M.M.A. ; Shakaff A.Y.M. ; Jafaar M.N.
- 2011
  Journal Paper
  
  Magnifera indica cv. harumanis classification using e-nose
  
  Sensor Letters 9(1), pp. 359-363
  
  Zakaria A. ; Shakaff A.Y.M. ; Adorn A.H. ; Ahmad M.N. ; Jaafar M.N. ; Abdullah A.H. ; Fikri N.A. ; Kamarudin L.M.
- 2011
  Conference Paper
  
  Agent-based decision support system for harumanis mango flower initiation
  
  Proceedings - CIMSim 2011: 3rd International Conference on Computational Intelligence, Modelling and Simulation 6076334, pp. 68-73
  
  Farook, Rohani S. Mohamed ; Husin, Zulkifli ; Aziz, Abdul Hallis Abdul ; Shakaff, Ali Yeon Md. ; Zakaria, Ammar ; Kamarudin, Latifah Munirah ; Jaafar, Mahmad Nor
- 2011
  Conference Paper
  
  Wireless sensor networks mapping and deployment in tropical precision farming
  
  Proceedings - CIMSim 2011: 3rd International Conference on Computational Intelligence, Modelling and Simulation 6076383, pp. 346-350
  
  Harun A. ; Shakaff A.Y.M. ; Zakaria A. ; Kamarudin L.M. ; Jaafar M.N. ; Ndzi D.L.
- 2011
  Journal Paper
  
  A biomimetic sensor for the classification of honeys of different floral origin and the detection of adulteration
  
  Sensors 11(8), pp. 7799-7822
  
  Zakaria, Ammar ; Shakaff, Ali Yeon Md ; Masnan, Maz Jamilah ; Ahmad, Mohd Noor ; Adom, Abdul Hamid ; Jaafar, Mahmad Nor ; Ghani, Supri A. ; Abdullah, Abu Hassan ; Aziz, Abdul Hallis Abdul ; Kamarudin, Latifah Munirah ; Subari, Norazian ; Fikri, Nazifah Ahmad
- April 2011
  Journal Paper
  
  Sensor fusion of electronic nose and electronic tongue for classification of Orthosiphon stamineus
  
  Sensor Letters 9(2), pp. 837-840
  
  Zakaria A. ; Shakaff A.Y.M. ; Adorn A.H. ; Ahmad M.N. ; Shaari A.R. ; Jaafar M.N. ; Abdullah A.H. ; Fikri N.A. ; Kamarudin L.M.
- 20 January 2011
  Conference Paper
  
  A real-time greenhouse monitoring system for mango with Wireless Sensor Network (WSN)
  
  2014 2nd International Conference on Electronic Design, ICED 2014 7015862, pp. 521-526
  
  Saad, Shaharil Mad ; Kamarudin, Latifah Munirah ; Kamarudin, Kamarulzaman ; Nooriman, Wan Mohd ; Mamduh, Syed Muhammad ; Zakaria, Ammar ; Shakaff, Ali Yeon Md ; Jaafar, Mahmad Nor
- 20 January 2011
  Conference Paper
  
  Interference issues and mitigation method in WSN 2.4GHz ISM band: A survey
  
  2014 2nd International Conference on Electronic Design, ICED 2014 7015839, pp. 403-408
  
  Azmi N. ; Kamarudin L.M. ; Mahmuddin M. ; Zakaria A. ; Shakaff A.Y.M. ; Khatun S. ; Kamarudin K. ; Morshed M.N.
- 20 January 2011
  Conference Paper
  
  Distributed cognitive radio detection using Waspmote sensor for Windows based PC/Laptop
  
  2014 2nd International Conference on Electronic Design, ICED 2014 7015816, pp. 293-296
  
  Morshed, M.N., Khatun, S., Kamarudin, L.M., Zakaria, A., Azmi, N.
- 20 January 2011
  Conference Paper
  
  Aroma and optical absorption spectroscopy for quality assessment of vegetable cooking oils
  
  2014 2nd International Conference on Electronic Design, ICED 2014 7015826, pp. 339-342
  
  Rashid F.N.A. ; Maamor H.N. ; Yusuf N. ; Zakaria N.Z.I. ; Ismail S.W.M. ; Adnan K.N.A.K. ; Zakaria A. ; Kamarudin L.M. ; Shakaff A.Y.M.
- 20 January 2011
  Conference Paper
  
  Modelling indoor propagation for WSN deployment in smart building
  
  2014 2nd International Conference on Electronic Design, ICED 2014 7015838, pp. 398-402
  
  Turner J.S.C. ; Kamarudin L.M. ; Ndzi D.L. ; Harun A. ; Zakaria A. ; Shakaff A.Y.M. ; Saad A.R.M. ; Mamduh S.M.
- 20 January 2011
  Conference Paper
  
  Multi channel ultrasonic sensing system for wall features extraction
  
  2014 2nd International Conference on Electronic Design, ICED 2014 7015829, pp. 351-355
  
  Visvanathan R. ; Mamduh S.M. ; Kamarudin K. ; Razali M.H.M. ; Yeon A.S.A. ; Zakaria A. ; Kamarudin L.M. ; Shukor S.A.A. ; Shakaff A.Y.M. ; Saad F.S.A. ; Rahim N.A.
- 2010
  Conference Paper
  
  Review and modeling of vegetation propagation model for wireless sensor networks using OMNeT++
  
  Proceedings - 2nd International Conference on Network Applications, Protocols and Services, NETAPPS 2010 5635995, pp. 78-83
  
  Kamarudin L.M. ; Ahmad R.B. ; Ong B.L. ; Malek F. ; Zakaria A. ; Arif, M.A. Mohd
- 2010
  Conference Paper
  
  Outdoor propagation analysis for LR-WPAN IEEE 802.15.4
  
  Proceedings - 2nd International Conference on Network Applications, Protocols and Services, NETAPPS 2010 5635803, pp. 209-212
  
  Mohd Arif, M.A., Kamarudin, L.M., Md Shakaff, A.Y., Ahmad, M.N., Ahmad, R.B.
- 2010
  Conference Paper
  
  Modeling and simulation of near-earth wireless sensor networks for agriculture based application using OMNeT++
  
  ICCAIE 2010 - 2010 International Conference on Computer Applications and Industrial Electronics 5735061, pp. 131-136
  
  Kamarudin, L.M., Ahmad, R.B., Ong, B.L., Zakaria, A., Ndzi, D.
- 2010
  Journal Paper
  
  Improved classification of Orthosiphon stamineus by data fusion of electronic nose and tongue sensors
  
  Sensors 10(10), pp. 8782-8796
  
  Zakaria, Ammar ; Md. Shakaff, Ali Yeon ; Adom, Abdul Hamid ; Ahmad, Mohd Noor ; Masnan, Maz Jamilah ; Aziz, Abdul Hallis Abdul ; Fikri, Nazifah Ahmad ; Abdullah, Abu Hassan ; Kamarudin, Latifah Munirah
Research

Research Team Members

Assoc. Prof Dr. Ammar Zakaria

Director, Managing
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Assoc. Prof Dr. Syed Muhammad Mamduh Syed Zakaria

Director
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Ts. Dr. Yuzairi Abdul Rahim

Director, Business Development
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Dr. Retnam Visvanathan

Application Developer & Analyst
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Dr. Goh Chew Cheik

Senior Software Developer
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Dr. Noraini Azmi

Senior Data Analyst
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Dr. Ahmad Shakaff Ali Yeon

Consultant
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Muhamad Nasrudin Bin Norsilan

Multimedia & Designer
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Ainul Zahirah Zahruddin

Junior Creative Designer
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Muhammad Ismail

Junior Engineer
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Muhamad Naqib Mohd Shukri

Junior Engineer
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Farid Azhari Norzaidi

Junior Engineer
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Selected Research Grant

PROJECT LEADER
- July 2023 – June 2024
  
  Non-Contact Sensing And Multispectral RF Signals Analysis For Heart Rate Variability And Cardiovascular Disease Classifications
  
  Allocation (RM) 36,000.00
- July 2022 – June 2024
  
  Prototype Research Grant Scheme (PRGS) Upscaling And Field-Testing Of Integrated Flood Monitoring System With Visual Intelligent Dashboard And Data Analytics
  
  Allocation (RM) 276,414.00
- 01 Mar 2022 – 29 Feb 2024
  
  Commercialization Grant : Intelligent Resource Planning And Management System
  
  Allocation (RM) 20,000
- Dec 2021 – Dec 2025
  
  CAMPUS ASIA International Mobility Grant Between Japan-Korea-China-Malaysia
  
  Allocation (RM) -
- 15 Dec-2020 – 14 Dec 2022
  
  Pre-Comm : Evaluation, Testing And Software Upscaling Of iHEALTH System
  
  Allocation (RM) 20,000
- Feb 2020 – Feb 2022
  
  MTUN Matching Grant: Smart Community And Innovation Center For Smart City
  
  Allocation (RM) 425,000.00
- 15 DEC-2020 – 14 DEC 2022
  
  Pre-Comm :Evaluation And Commercial Potential Study Of iTRACK System For Ir 4.0 Industry
  
  Allocation (RM) 20,000
- Feb 2020 – Feb 2022
  
  Industry Grant : Smart Community And Innovation Center For Smart City
  
  Allocation (RM) 425,000.00
- Jan 2019 – Dec 2022
  
  Fundamental Research Grant Scheme (FRGS) Characterization Of RF Signal Based On The Pulses Reflected By The Human Body For Noncontact Breathing Monitoring Using Deep Learning Algorithm
  
  Allocation (RM) 152,000.00
- Jan 2019 – Dec 2020
  
  Prototype Research Grant Scheme (PRGS) Iot Based Device Free Indoor Human Localization And Activity Tracking With Intelligent Data Analytics
  
  Allocation (RM) 76,000.00
- Jul 2018 – Aug 2018
  
  Sakura Science JST : Big-Data Analytics And Visualization From Internet Of Things Devices Using Artificial Intelligence Related Technologies
  
  Allocation (RM) 124,167.00
- Dec 2016- Dec 2017
  
  Knowledge Transfer Partnership Fund Mysumberairv2: Real-Time Cloud Based Flood Emergency Monitoring, Prediction And Mitigation System
  
  Allocation (RM) 62,000.00
- Sept 2015 – Sept 2018
  
  Fundamental Research Grant Scheme (9003-00548) A Novel Algorithm For The Detection Of Living Entities Based On The Fluctuations Of RF Signals For Smart Building In Full ISM Frequency Spectrum
  
  Allocation (RM) 72,042.00
- June 2014 - Dec 2015
  
  Fundamental Research Grant Scheme (9003-00452) Intelligent Channel Selection Algorithm For IEEE802.15.4 Wsns In 2.4 Ghz ISM Frequency Spectrum To Mitigate Coexistence And Interference
  
  Allocation (RM) 100,300.00
- July 2015 – Jan 2017
  
  Prototype Research Grant Scheme (9013-00020) Self-Configure And Customizable Wireless Sensor Array System For Forest Sensing (FORSENS)
  
  Allocation (RM) 273,000.00
- Dec 2012 - Dec 2015
  
  Exploratory Research Grant Scheme Sight, Scent And Sound Of Nature: A Bio-Indication Of Healthy Forest
  
  Allocation (RM) 116,000.00
- Dec 2012 - Dec 2014
  
  Research Acculturation Grant Scheme Hsense: Indoor Wireless Propagation And Characterization Study For Enabling Intelligent Green Building
  
  Allocation (RM) 45,302.95
- 2013
  
  National Instruments Industrial Grant Scheme - Bio-Diversity Monitoring Using Wireless Sensor Network System
  
  Allocation (RM) 50,000.00
PROJECT MEMBER / CO-RESEARCHER
- 2 October 2023 – 30 September 2025
  
  FRGS Evaluating Industry 4.0 Technological Readiness Using Analytical Hierarchy Process (AHP) and Weighted Product Model (WPM) for Malaysian Small-Medium Enterprise Production System
  
  Allocation (RM) 74,000
- 01 Sep 2023 – 31 Aug 2025
  
  Industry Grant : RFID Hospital Asset Tracking And Monitoring System
  
  Allocation (RM) 54,575
- 10 May 2023 – 09 May 2025
  
  KPT-PACE : Strategic Acceleration Of Entrepreneurial Economics - Professional Certification In Digital Entrepreneurship
  
  Allocation (RM) 300,000
- 1 September 2022 – 31 August 2024
  
  FRGS Classification of EEG-based Features using Deep Ensemble Learning Assisted with New Hierarchical Clustering Method for Acute Stress Reaction
  
  Allocation (RM) 71,250
- 15 Sep 2021 – 14 Sep 2023
  
  Industry Grant - Smart Energy Platform For Electric Mobility Charging
  
  Allocation (RM) 40,000
- 01 Sep 2021 – 31 Aug 2023
  
  Industry Grant - Smart Production, Inventory And Maintenance Management For Manufacturing Facilities
  
  Allocation (RM) 30,000
- 15 Sep 2021 – 14 Sep 2023
  
  Industry Grant - Research & Development Of Local Community Online Marketplace LOCOMART
  
  Allocation (RM) 25,000
- 01 Nov 2020 – 31 Oct 2024
  
  2D RF Propagation Characterization for Localization and Tracking using modified Convolutional Long Short-Term Memory Neural Network (CNN-LSTM) for High Accuracy Localization
  
  Allocation (RM) 131,600
- 26 Oct 2020 – 25 Apr 2023
  
  Industry Grant - Asset Movement And Utilisation Tracking System For Medical Device
  
  Allocation (RM) 150,010
- 26 Oct 2020 – 25 Apr 2023
  
  MTUN Asset Movement And Utilisation Tracking System For Medical Device
  
  Allocation (RM) 100,000
- 01 Jan 2020 – 30 Jun 2022
  
  MTUN Higher Efficiency Smart Atmospheric Water Generator (AWG)
  
  Allocation (RM) 130,000
- 10 Jul 2020 – 09 May 2023
  
  MTUN Framework For Smart Football Arena And Smart Community Activity
  
  Allocation (RM) 75,590
- 01 Jan 2020 – 30 Jun 2022
  
  Industry Grant - Higher Efficiency Smart Atmospheric Water Generator (AWG)
  
  Allocation (RM) 130,000
- 18 May 2020 – 06 Jul 2020
  
  Industry Grant - Flextronics Technology - Smart Parking Systen (SPS) Project
  
  Allocation (RM) 98,960.40
- 01 Jan 2019 – 30 Mar 2023
  
  Improving Gas Source Localization Estimation Through Temperature-Humidity Drift Model And Adaptive Kernel DM+V Algorithm
  
  Allocation (RM) 91,970
- 01 Oct 2019 – 29 Mar 2023
  
  MTUN Intelligent Streetlight Monitoring And Control Network And Algorithm Design For Large Scale End-Device Deployment For Smart City
  
  Allocation (RM) 75,000
- 01 Oct 2019 – 29 Mar 2023
  
  Industry Grant Intelligent Streetlight Monitoring And Control Network And Algorithm Design For Large Scale End-Device Deployment For Smart City
  
  Allocation (RM) 65,000
- 1 September 2019 – 31 August 2023
  
  FRGS High Sensitivity Glucose Concentration Level Characterization based on Six-port Spectroscopy Technique for Diabetes Diagnosis
  
  Allocation (RM) 102,000
- Jan 2019 – Dec 2022
  
  TRGS Determination and Characterization of Radio Frequency Signal for Moisture Sensing in Rice Grain Silos
  
  Allocation (RM) 494,400.00
- 15 Dec 2018 – 14 Dec 2020
  
  Translation MRUN Project UPM-Immuno Based Biosensor System For Ultrasensitive, Non-Invasive And Affordable Detection Of Mycobacterium Tubercolosis (TB) For Future Home Test Kits
  
  Allocation (RM) 30,000
- Mei 2018 – October 2018
  
  Smart Farming for UniSZA's Community Dairy Farm
  
  Allocation (RM) 99,575.47
- 01 Dec 2014 – 30 Nov 2017
  
  The study of immobilization mechanism and interaction of Acetylcholinesterase (AChE) on Quartz Microbalance Sensor for Low Concentration of Pesticide via In-situ gravimetric measurements
  
  Allocation (RM) 116,000
- Oct 2013 – Oct 2015
  
  A Multisensor for Brackish Water Quality Monitoring for Aquaculture Farming
  
  Allocation (RM) 319,000.00
- March 2012 – March 2014
  
  UniSense Biodiversity Monitoring Network for Early Climate Forecasting System
  
  Allocation (RM) 116,000.00
- Sept 2012 – Sept 2015
  
  Multisensor Platform for Web-based Swiftlet Habitat Monitoring and Intelligent Control System
  
  Allocation (RM) 102,000.00
- Dec 2012 – Dec 2014
  
  Wireless Biochem-Sensor for Instant Context-Aware Food Quality and Contents Classification using Mobile Devices
  
  Allocation (RM) 91,000.00
- Jun 2012 – June 2015
  
  Ambient Wireless Sensors Based Security and Population Behaviour Monitoring System
  
  Allocation (RM) 62,050.00
- Feb 2012 – Feb 2014
  
  High Resolution Spatio-Temporal Modelling of State-Wide Dynamic Enviromental Conditions for Multiple Systems Planning
  
  Allocation (RM) 111,600.00
- Dis 2013 – Dis 2015
  
  Skin-like wearable sensor for track and field’s sport
  
  Allocation (RM) 130,000.00
- Jun 2014
  
  Nature Inspired Solutions for Green Building System
  
  Allocation (RM) 101,000.00
- Nov 2012 - Jan 2015
  
  Smartsense: A wireless smart Sensor Control Network for Intelligent Green Building
  
  Allocation (RM) 43,302.00
- Jul 2013 - 21 Aug 2015
  
  Nonlinear Modeling Using Svm For State-Wide Dynamic Rain Forecasting
  
  Allocation (RM) 58,200.00
- 2014
  
  Applying Intensifying On-Line Learning@UniMAP: Investigating Factors Affecting Implementation and Students’ Satisfaction
  
  Allocation (RM) 25,000.00
IP & COOMERCIALIZATIONS

COMMERCIALIZED PROJECTS

PRODUCT
- iTrack
  
  Licensing Fees (RM) 10,000
- iHealth
  
  Licensing Fees (RM) 10,000
- AI-powered Geographic Information System Dashboard
  
  Licensing Fees (RM) 10,000
- Frappehub Conference Management System
  
  Licensing Fees (RM) 10,000
- Intelligent Resource Planning System
  
  Licensing Fees (RM) 10,000
INTELLECTUAL PROPERTIEST

PROJECT
- Cloud-Based Device-Free Human Activity Detection and Localization (DFL) with Real-Time Analytics
  
  Filing ID: UI2020002792
- Contactless Vital Sign Monitoring and Tumour Detection (VSMAT) using Radio Frequency Signals and Deep Learning Algorithm
  
  Filing ID: PI2022005715
- Flood Monitoring System with Visual Intelligent Dashboard and Data Analytics
  
  Filing ID: PI2022005714
- Intelligent Channel Selection In IEEE 802.15.4 WSN 2.4 ghz ISM Spectrum For Coexistence Mitigation
  
  Filing ID: PI2014701328
- SPORTVIC260: Sports Analytics for Player Movement and Performance Tracking System
  
  Filing ID: PI2022005716
- Asset Movement and Utilisation Tracking System for Medical Device System
  
  Filing ID: PI20220057171
- A System Of Detecting Bacteria Species
  
  Filing ID: PI2013702076
- Biomimetic Vision System For Quality Assessment Of Edible Bird Nest
  
  Filing ID: PI2014702505
- iTrack
  
  Filing ID: L2020006336
- Radio Frequency Signal Optimization and Characterization for Moisture Sensing in Rice Grain Silos
  
  Filing ID: LY2020005111
- Smart Surveillance System for Smart Society
  
  Filing ID: 284737465
- C-SURF: Intelligent Channel Selection in IEEE 802.15.4 WSN 2.4ghz ISM Spectrum For Coexistence Mitigation
  
  Filing ID: 284678451
- An Investigation on the Efficiency and Accuracy of Localization Towards Moisture Distribution Sensing Based-On Tomography Method
  
  Filing ID: LY2020005110
- Intelligent Machine Learning Technique for Prediction of Moisture Distribution and Qualification Assessment Using Deep Convolutional Neural Network
  
  Filing ID: LY2020005109
- High Performance Hybrid Fuel Cells and Atmospheric Water Generation
  
  Filing ID: 284737449
- iHealth
  
  Filing ID: LY2020006335
- LoRaFi
  
  Filing ID: 284718912
- Hand-Held Instrument And Method For Malodour Monitoring
  
  Filing ID: LY2012000314
- AI-powered Geographic Information System Dashboard
  
  Filing ID: LY2023P03980
- Frappehub Conference Management System
  
  Filing ID: LY2020006346
- Intelligent Resource Planning System (IRPS)
  
  Filing ID: LY2020006336
- Smart Streetlight
  
  Filing ID: 22-E0694-0101
SELECTED AWARD AND RECOGNITIONS
Top Research Scientist Malaysia 2023 by Academy of Science Malaysia (ASM)

Productivity Champion 2023 from Malaysia Productivity Corporation (MPC)

Best Presenter Award 8th International Conference on Advanced Engineering – Theory and Applications (AETA 2023)

Best Paper Award International Conference on Biomedical Engineering (ICOBE 2023) “Asset Tracking and Utilisation Monitoring System for Medical Devices in Hospital”

Best Paper Award International Conference on Biomedical Engineering (ICOBE 2023) “Hybrid Image Reconstruction Algorithm for Low Resolution Image”

Best paper award MUCET 2023 “Non-destructive Method for Moisture Content Sensing Inside a Rice Storage”

Gold Award for “iHealth360” in ITEX 2023

Gold Award for “Sportviz360” in ITEX 2023

Silver Price for “AIRSENSE: Real-time Mobile Air Sensor and Prediction System” in 2023 Bangkok International Intelectual Property, Invention, Innovation and Technology Exposition, 2nd – 6th February 2023

Special Award for “Airsense: Realtime Mobile Air Sensor and Prediction System” in Seoul International Invention Fair 2022, 16th – 19th November 2022

Special Award from Indonesian Invention and Innovation Promotion Association for “Airsense: Realtime Mobile Air Sensor and Prediction System” in Seoul International Invention Fair 2022, 16th – 19th November 2022

Gold Award for “IoT based Smart Irrigation System “ in IAP Exhibition 2021

Gold Award in International, Invention, Innovation & Technology Exhibition (ITEX) 2020 for “Smart Surveillance System for Smart Society”

Gold Award in International, Invention, Innovation & Technology Exhibition (ITEX) 2020 for “Strong – Ischemic Stroke Smart Detector and Monitor”

Gold Award Seoul International Invention Fair (SIIF) 2020 – COVID-19 Screening Booth

Gold Award Malaysia Technology Expo (MTE) 2020 – COVID-19 Screening Booth

Silver Award in International, Invention, Innovation & Technology Exhibition (ITEX) 2020 – High Performance Hybrid Fuel Cells and Atmospheric Water Generation

Best Presenter Award at 7th International Conference on Communications and Broadband Networking (ICCBN 2019), 12th – 15th April 2019

Gold Award in International, Invention, Innovation & Technology Exhibition (ITEX) 2018 for “GEOAIRSENSE: Cloud based Air Quality Monitoring System”

Gold Award in International, Invention, Innovation & Technology Exhibition (ITEX) 2018 LORAFI: Enabling 4th Industrial Revolution

Bronze Award in Seoul International Invention Fair (SIIF) 2017 for “G-IoT”

Best Paper Award at International Conference on Man-Machine Systems (ICoMMS) 2017, 21st – 22nd Aug 2017

Grand Prix Award – The Highest award at Istanbul International Invention (ISIF 2016), 3rd - 6th March 2016

Special Award presented by Association of Polish Inventors and Rationalizers on the occasion of Bangkok International Intellectual Property, Invention and Technology Exposition (IPITEX 2016) Product: “Ambient RF-based Device Free Localization for Assisted Living” , 2nd – 6th Feb 2016

Asian Outstanding Award presented by International Intellectual Property Network Forum at Bangkok International Intellectual Property, Invention and Technology Exposition (IPITEX 2016) Product: “ Aquasense Real-time and Integrated Prawn Farming Monitoring System”, 2nd – 6th Feb 2016

Leading Innovation Award from International Intellectual Property Network Forum “Aquasense Real-time and Integrated Prawn Farming Monitoring System” Bangkok International Intellectual Property, Invention and Technology Exposition (IPITEX 2016)

Gold Award at Instanbul Internation Inventions Fair (ISIF 2016), Istanbul "UniSense: Cloud-based Internet of Things for Multi Sensing" 3rd -6th March 2016

Gold Award at Malaysia Technology Expo (MTE 2016) "UniSense: Internet of Things for Multi Sensing" 18th -20th Feb 2016

Gold Award at Intenational Intellectual Innovation and Technology Exposition (IPITEX 2016), Thailand. Ambient RF-based Device Free Localization for Assisted Living” 2nd – 6th Feb 2016

Gold Award at IPITEX, Thailand. Produk: AquaSens – Realtime and Integrated Prawn Farming Monitoring System 2nd – 6th Feb 2016

Best Paper Award at 11th Asian Conference on Chemical Sensor 2015

Best Paper Award at 11th Asian Conference on Chemical Sensor 2015

Title: “Assessment on Ground-level nitrogen dioxide (NO2) and ammonia (NH3) at secondary forest of Mata Ayer and Kangar, Perlis, 16th – 18th Nov 2015

Gold Award at ITEX2015. "Intelligent Ambient RF Sensor In 2.4 Ghz Ism Spectrum For Smart Building"21st -23rd May

Silver Award at Pecipta 2015. "AquaSens: Real Time and Integrated Prawn Farming Monitoring System" 4th -6th Dec 2015

Leading Innovation Award presented by International Intellectual Property Network Forum at Malaysia Technology Expo (MTE) Product: "C-Surf: Automated Channel Selection (ACS) in IEEE 802.15.4 WSN 2.4GHz ISM Spectrum for Coexistence Mitigation", 8th – 10th May 2014

Gold Award at Seoul International Invention Fair (SIIF 2014), Korea. Produk” Rapid Technique for Bacteria Detection”

Gold Award at MTE 2014 Produk:"C-Surf: Automated Channel Selection (ACS) in IEEE 802.15.4 WSN 2.4GHz ISM Spectrum for Coexistence Mitigation" 8th – 10th May 2014

Gold Award at ITEX 2014 Produk “HeWi Bridge: Compact Heterogenous Wireless Network Bridge For Healthcare Applications with Automated Intelligent Channel Selection (C-Surf)

Silver Award at Malaysia Technology Expo 2014, “C-SURF: Automated Channel Selection (ACS) in IEEE802.15.4 WSN 2.4GHz ISM Spectrum for Coexistence Mitigation”, Kuala Lumpur, 20-22 Feb 2014

Silver Award at International Engineering Invention & Innovation Exhibition (i-ENVEX 2014) WiSense: Wireless Based Intelligent Occupancy Prediction Model for Enabling Green Building

Gold award at British Invention Show (BIS 2013) London Produk “Chicsense: Malodour Monitoring System”

Gold Award at MTE 2012 Produk “Malodour Monitoring System for Chicken Farm (ChicSense)”

Silver Award at ITEX 2011 AgroSense
HUMAN CAPITAL DEVELOPMENT

MAIN SUPERVISOR
- PhD
  
  Shaufikah Shukri
  
  Title: Radio Tomographic Imaging and Device Free Localization for Human Detection
  
  Status: Active
- PhD
  
  Goh Chew Cheik
  
  Title: Design And Development of In-Vehicle Air Quality Monitoring and Indexing
  
  Status: Graduated 2022
- PhD
  
  Noraini Azmi
  
  Title: Intelligent Multichannel Dynamic Base Station for Enhanced Quality of Services in Wireless Sensor Network
  
  Status: Graduated 2022
- PhD
  
  Fatin Fatihah Binti Shamsul Ariffin
  
  Title: RF Based Breathing Rate Classifications to Detect Disease using Deep Neural Network Algorithm
  
  Status: Active
- PhD
  
  Muhammad Husaini Bin Nadri
  
  Title: Characterization of RF Signal Based on the Pulses Reflected by the Human Body for Non-Contact Breathing Monitoring using Deep Learning Algorithm
  
  Status: Active
- PhD
  
  Khalid Jamal Jadaa
  
  Title: Multi-Targets Detection and Tracking (MTDT) Algorithm based on Probabilistic Model for Indoor Environment using Wireless Sensor
  
  Status: Graduated 2020
- PhD
  
  Waleed Noori Hussein Al-Hashimi
  
  Title: Cloud-based Internet of Things for Environmental Monitoring
  
  Status: Graduated 2020
- MSc
  
  Ainaa Syamim Binti Mohd Radzi
  
  Title: Determination and Characterization of Radio Frequency Signal for Moisture Sensing of Rice Grain Silos
  
  Status: Graduated 2023
- MSc
  
  Noraini Azmi
  
  Title: Intelligent Channel Selection as Interference Mitigation in 2.4GHz Frequency Spectrum for IEEE802.15.4 WSN
  
  Status: Graduated 2016
- MSc
  
  Jamie Siregar Cynthia Turner
  
  Title: Development of Presence Detection System using RSSI of Wireless Sensor Network
  
  Status: Graduated 2015
- MSc
  
  Harris Azwad Muhammad Yusoff Khiri
  
  Title: Development of Acoustic Monitoring System
  
  Status: Graduated 2015
- MSc
  
  Ahmad Shakaff Bin Ali Yeon
  
  Title: Gas Distribution Mapping of Multiple Odour Sources using Multiple Mobile Robots
  
  Status: Graduated 2017
- MSc
  
  Asmadi Ahmad @ Ismail
  
  Title: Deep Learning-based Illegal Hawker Classification and Tracking for Intelligent Enforcement System in the Smart City Application
  
  Status: Active
CONTACT INFORMATION
- 30, Tingkat 1, Jalan Medan Niaga, Taman Seri Firdaus, 01000 Kangar Perlis, Malaysia
- +60125388652
- info@ideria.co

Ideria

Associate Professor Dr.

Faculty of Electronic Engineering & Technology (FKTEN), Universiti Malaysia Perlis

Center of Excellence for Advanced Sensor and Technology (CEASTech)

About Me

My Bio

Academic and Career History

ACADEMIC QUALIFICATION

Ph.D

MSc

BEng

Career History

Head of Center of Excellence for Advanced Sensor and Technology, UniMAP

Co-Founder IDERIA SDN. BHD

Associate Professor, Faculty Technology Electronic Engineering, UniMAP

Senior Lecturer, School of Computer and Communication Engineering, UniMAP

Head of Wireless Communication and Network, Center of Excellence for Advanced Sensor and Technology, UniMAP

Customer Support Analyst, Computer Science Corporation, Malaysia

Production Engineer, Epson Toyocom, Sungai Buloh, Malaysia

PROFESSIONAL LEADERSHIP AND APPOINTMENTS

Visiting Professor at University of Yamanashi Japan

Vsiting Professor Universitas Ubudiyah Indonesia, Acheh, Indonesia

Visiting Professor at Graduate School of Bio-Applications and Systems Engineering, Tokyo University of Agriculture and Technology, Japan

Program Director for Campus Asia Plus A3I Real Problem Solving Driven Artificial Intelligence Education Program

Senior Members IEEE: 92543907

Member of British Computer Society (MBCS) ID: 990489955

Member Internet Society Nombor Ahli: 146063

Member, International Society for Olfaction and Chemical Sensing

Member, IEEE Communication Society (ComSoc)

Member, IEEE IoT Technical Community

Specialist in Biodiversiti Malaysia Information System (MyBIS)

Panel of Evaluator for Fundamental Research Grant Scheme (FRGS) Ministry of Higher Education 2020,2021, 2022, 2023

Panel of Evaluator for Prototype Research Grant Scheme (PRGS) Ministry of Higher Education 2023

Panel Penarafan Bersepadu Institusi Pendidikan Tinggi Malaysia (SETARA) Ministry of Higher Education 2022

Panel of Evaluator for CREST 2021

Graduate member of Board of Engineers Malaysia (BEM)

Panel International Scholarship and Hadiah Latihan Persekutuan (HLP) KPM

Mentor for Aqrab Model School for STEM and Robotics Program (School achievement - Rising star award FLL 2022, 3rd place in NROC 2022)

Chair and Committee members for various conferences and symposiums such as SASSP, IOTBDS, ICOMMS, IEEE conferences.

Professional STEM trainer and mentor for Sasbadi STEMhub 2020

PUBLICATIONS

Publications List

Optimizing hybrid neural networks for precise COVID-19 mRNA vaccine degradation prediction

COVID-19 mRNA vaccine degradation rate prediction using artificial intelligence techniques: A narrative review

MEASUREMENT OF RICE MOISTURE CONTENT BASED ON QUANTITATIVE ANALYSIS FROM RADIO TOMOGRAPHY IMAGES

Design and deployment of LoRaWAN smart streetlight for smart city

Case study of LoRaWAN-based smart elements in urban environment

Performance Comparisons of GNB, RBF-SVM and NN for Stress Levels Classification Using Discrete Wavelet Discrete Transform

Classification of Football Player Actions Using Sensing Data

Evaluating Tree-based Ensemble Strategies for Imbalanced Network Attack Classification

3D grape bunch model reconstruction from 2D images

End-to-end lightweight berry number prediction for supporting table grape cultivation

Data Normalization Methods of Hybridized Multi-Stage Feature Selection Classification for 5G Base Station Antenna Health Effect Detection

Automated Detection of Floating Wood Logs on River Surfaces using YOLOv5 Model for Flood Warning System

Assessment of QRS and Q-T segments efficacy as non-invasive biomarkers for sudden cardiac death forecasting

Application of Deep Neural Network for Gas Source Localization in an Indoor Environment

2D LiDAR Based Reinforcement Learning for Multi-Target Path Planning in Unknown Environment

Predictive Analysis of In-Vehicle Air Quality Monitoring System Using Deep Learning Technique

Non-Contact Breathing Monitoring Using Sleep Breathing Detection Algorithm (SBDA) Based on UWB Radar Sensors

Rice Grain Moisture Sensing Based on UHF RFID Tag

Correction Model for Metal Oxide Sensor Drift Caused by Ambient Temperature and Humidity

Permittivity extraction of glucose solutions through artificial neural networks

Gas Source Localization via Mobile Robot with Gas Distribution Mapping and Deep Neural Network

Non-Contact Breathing Signal Classification Using Hybrid Scalogram Image Representation Feature

Non-Contact Vital Sign Monitoring During Sleep Through UWB Radar

Novel Approach Using Passive UHF RFID for Grain Moisture Detection

Deep Neural Network for Localizing Gas Source Based on Gas Distribution Map

Pattern Clustering Approach for Activity Recognition in Smart Homes

Inline 3D Volumetric Measurement of Moisture Content in Rice Using Regression-Based ML of RF Tomographic Imaging

Method for RSSI Heat Map Estimation using Radial Basis Functions for Fingerprinting Localization

Relative Localization Method of Wet Spot of Grain using Array of Passive RFID Tags

Investigation on magnetometer as potential sensors for infusion pump utilisation status

Real-time in-vehicle air quality monitoring system using machine learning prediction algorithm

Two-stream deep convolutional neural network approach for RGB-D face recognition

A review of traditional and deep learning approaches for RGB-D face recognition

A new method of rice moisture content determination using voxel weighting-based from radio tomography images

A New Method of Rice Moisture Content Determination Using Voxel Weighting-Based from Radio Tomography Images

Classification of Multiple Visual Field Defects using Deep Learning

RSS-based Fingerprinting Localization with Artificial Neural Network

Inhalation and Exhalation Detection for Sleep and Awake Activities Using Non-Contact Ultra-Wideband (UWB) Radar Signal