• Phone:
    +6012-5308652
  • Email:
    latifahmunirah@unimap.edu.my
  • Scopus ID:
    36559530000
  • ORCID ID:
    orcid.org/0000-0002-2547-3934
  • Google Scholar :
    Link Here


Research Grant

TYPE OF GRANTS
INDUSTRIAL COLLABORATIONS & CONSULTATION
Name Project Allocation (RM)
Top Glove Sdn. Bhd. IPQC Digitalization User Interface 33,128.00
Nihon Superior Sdn. Bhd. iTrack IR4.0 for Smart Factory 170,000.00
Flextronix Sdn. Bhd. Smart Parking System 98,960.00
NanoMalaysia Berhad COVID19 Screening Booth 196,200.00
Grass2route COVID19 Screening Booth 196,200.00
Malaysia Marine and Heavy Engineering Holdings Berhad (MHB) RFID-based Manpower Tracking System 73,540.00
Blue Archipelago Sdn. Bhd. Development and Deployment of Environmental Monitoring iKerpan 12,675.48
Jabatan Pengairan dan Saliran (JPS) Perlis & TRIMAS BAKTI Projek Menaiktaraf system Telemetri (MySumberAir) 11,500.00
UnisZa Smart Farming: Goat Dairy Farm Smart Monitoring using Wireless Platform 30,000.00
Gemweltronic & Mega Cycle Recycling Factory Development and Deplyoment of Waste Water Quality Monitoring System 100,000.00
MARDI agricultural research station at Tanah Rata Development of Water Quality and Environmental Monitoring System 60,000.00

SELECTED RESEARCH GRANTS

PROJECT LEADER
Type of Grants Funding Body / Institution Project Duration Allocation (RM)
International Pukyong National University & Ministry of Education, South Korea Large-Scale VR-Generated Bioelectrical Signal Dataset and Deep Learning Model for Advancing Human-Computer Interaction July 2025 – June 2027 913,897.21
International University of Yamanashi/JASSO, Japan Grant-in-Aid for Scientific Research Oct 2025 – Oct 2026 | Oct 2023 – Oct 2024 | Oct 2022 – Oct 2023 | Mar 2022 – Mar 2023 84,341.72 | 87,652.89 | 91,342.85 | 64,020.74 | 96,025.13
International Pukyong National University & Ministry of Education, South Korea Deep Learning-based Bioelectrical Signal Generation Network Research for HCI Application Mar 2024 – Feb 2027 945,248.000
International Academy of Medical Sciences, United Kingdom Empowering Environmental Health and Wellbeing through Interdisciplinary Advancements in Sustainable Multi-Sensor Platforms with Energy Harvesting Mar 2024 – Feb 2026 79,549.68
International CAMPUS ASIA International Mobility Grant (Japan-Korea-China-Malaysia) - Dec 2021 – Dec 2026 7,267,425.00
International University of Yamanashi, Japan / MEXT International Joint Research Fund Apr 2021 – Apr 2023 384,524.10
International Sakura Science JST, Japan Big-Data Analytics and Visualization from IoT Devices Using AI Technologies Jul 2018 – Aug 2018 124,167.00
Industrial/External Program Khas Kementerian Ekonomi Development of Contactless Cardiorespiratory Monitoring System for Elderly and High-Risk People Oct 2024 – Sept 2026 605,880
Industrial/External IMaP EDGENTA SP-MDTRACK Self-Powered Tracker with AI Predictive Maintenance for Medical Equipment Dec 2024 – Jun 2026 84,000
Industrial/External MTUN SIC Development and Deployment of Smart Community and Innovation Centre for Smart City 4.0 Feb 2020 – Feb 2022 425,000
Industrial/External UniSZA Smart Farming for UniSZA's Community Dairy Farm May 2018 – Oct 2018 99,575.47
Industrial/External National Instruments Industrial Grant Scheme Bio-Diversity Monitoring Using Wireless Sensor Network System 2013 50,000
MOHE & UniMAP IMaP MOHE SP-MDTRACK Self-Powered Tracker with AI Predictive Maintenance for Medical Equipment Oct 2024 – Sept 2026 433,000
MOHE & UniMAP Fundamental Research Grant Scheme (FRGS) Non-Contact Sensing and Multispectral RF Signals Analysis for Heart Rate Variability and Cardiovascular Disease Classifications Jul 2023 – Jun 2024 36,000
MOHE & UniMAP Prototype Research Grant Scheme (PRGS) Upscaling and Field-Testing of Integrated Flood Monitoring System with Visual Intelligent Dashboard and Data Analytics Jul 2022 – Jun 2024 276,414
MOHE & UniMAP Prototype Research Grant Scheme (PRGS) Self-Configure and Customizable Wireless Sensor Array System for Forest Sensing (FORSENS) Aug 2014 – Jan 2017 273,000
MOHE & UniMAP Fundamental Research Grant Scheme (FRGS) A Novel Algorithm for the Detection of Living Entities Based on the Fluctuations of RF Signals for Smart Building in Full ISM Frequency Spectrum Jul 2015 – Dec 2017 75,042
MOHE & UniMAP MTUN MOHE Development and Deployment of Smart Community and Innovation Centre for Smart City 4.0 Feb 2020 – May 2023 425,000
MOHE & UniMAP Knowledge Transfer Partnership Fund Mysumberairv2: Real-Time Cloud Based Flood Emergency Monitoring, Prediction and Mitigation System Jan 2017 – Apr 2018 62,627.50
MOHE & UniMAP Exploratory Research Grant Scheme Sight, Scent and Sound of Nature: A Bio-Indication of Healthy Forest Jul 2013 – Dec 2015 116,000
MOHE & UniMAP 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 Jan 2019 – Mar 2023 152,400
MOHE & UniMAP Prototype Research Grant Scheme (PRGS) IoT Based Device Free Indoor Human Localization and Activity Tracking with Intelligent Data Analytics Jan 2019 – Sep 2020 76,800
MOHE & UniMAP Fundamental Research Grant Scheme (FRGS) Intelligent Channel Selection Algorithm for IEEE802.15.4 WSNs in 2.4 GHz ISM Frequency Spectrum Jun 2014 – Dec 2015 100,300
MOHE & UniMAP UniMAP Commercialization Grant Intelligent Resource Planning and Management System Mar 2022 – Feb 2024 20,000
MOHE & UniMAP UniMAP POSTDOCTORAL GRANT Non-Contact Sensing and Multispectral RF Signals Analysis for Heart Rate Variability and Cardiovascular Disease Classifications Jul 2023 – Jun 2024 36,000
MOHE & UniMAP UniMAP Commercialization Grant Evaluation and Commercial Potential Study of iTRACK System for IR 4.0 Industry Dec 2020 – Dec 2022 20,000
MOHE & UniMAP UniMAP Commercialization Grant AIGIS River Monitoring Solution: Performance Review and Commercial Prospects Dec 2024 – Nov 2026 20,000
MOHE & UniMAP Research Acculturation Grant Scheme Hsense: Indoor Wireless Propagation and Characterization Study for Enabling Intelligent Green Building Dec 2012 – Dec 2014 45,302.95

PROJECT MEMBER / CO-RESEARCHER
Type of Grants Funding Body / Institution Project Duration Allocation (RM)
International GU8 Mobility FUND (UniMAP – University of Hull, UK & University of Le Havre, France) Sustainable, Efficient, Resilient Digital Port Supply Chains Apr 2024 – Mar 2025 55,330.75
International Sakura Science JST 2nd Big-Data Analytics and Visualization from IoT Devices Using AI Technologies Jan 2020 – Aug 2020 144,917.83
Industrial IMaP – PKT LOGISTIC AI-Driven High Mast Lighting Monitoring and Control System for ESG Compliant ICD Dec 2024 – Jun 2026 121,040
Industrial IMaP S3 Real-Time 3D Localization System Using UWB Technology Dec 2024 – Jun 2026 45,000
Industrial MTUN SIC Intelligent Streetlight Monitoring and Control Network and Algorithm Design for Large Scale End-Device Deployment for Smart City Oct 2019 – Mar 2023 75,000
Industrial MTUN SIC Framework for Smart Football Arena and Smart Community Activity Jul 2020 – May 2023 75,590
Industrial MTUN EDGENTA Asset Movement and Utilisation Tracking System for Medical Device Oct 2020 – Apr 2023 150,010
Industrial Industry Grant Smart Energy Platform for Electric Mobility Charging Sep 2021 – Sep 2023 30,000
Industrial MTUN SOLACE Higher Efficiency Smart Atmospheric Water Generator (AWG) Jan 2020 – Jun 2022 130,000
Industrial Industry Grant RFID Hospital Asset Tracking and Monitoring System Sep 2023 – Aug 2025 34,575
Industrial Industry Grant MMHE RFID-Based Manpower Tracking System Jun 2018 – Oct 2021 103,750
Industrial Industry Grant FLEXTRONICS TECHNOLOGY - Smart Parking System (SPS) Project May 2020 – Jul 2020 98,960.40
Industrial Industry Grant Smart Production, Inventory and Maintenance Management for Manufacturing Facilities Sep 2021 – Aug 2023 30,000
Industrial Industry Grant Research & Development of Local Community Online Marketplace LOCOMART Sep 2021 – Sep 2023 25,000
MOHE MTUN MOHE Intelligent Streetlight Monitoring and Control Network and Algorithm Design for Large Scale End-Device Deployment for Smart City Oct 2019 – Mar 2023 65,000
MOHE FRGS High Sensitivity Glucose Concentration Level Characterization based on Six-port Spectroscopy Technique for Diabetes Diagnosis Sep 2019 – Aug 2023 102,000
MOHE FRGS 2D RF Propagation Characterization for Localization and Tracking using CNN-LSTM for High Accuracy Localization Nov 2020 – Oct 2024 131,600
MOHE FRGS Nonlinear Modeling Using SVM for State-Wide Dynamic Rain Forecasting Aug 2013 – Feb 2016 58,200
MOHE MTUN MOHE Higher Efficiency Smart Atmospheric Water Generator (AWG) Jan 2020 – Jun 2022 130,000
MOHE FRGS Immobilization Mechanism and Interaction of Acetylcholinesterase (AChE) on Quartz Microbalance Sensor for Low Concentration of Pesticide Dec 2014 – Nov 2017 116,000
MOHE FRGS Classification of EEG-based Features using Deep Ensemble Learning for Acute Stress Reaction Sep 2022 – Aug 2024 71,250
MOHE Translation MRUN Project UPM Immuno Based Biosensor System for Detection of Mycobacterium Tuberculosis (TB) Dec 2018 – Dec 2020 30,000
MOHE KPT-PACE Strategic Acceleration of Entrepreneurial Economics - Professional Certification in Digital Entrepreneurship May 2023 – May 2025 300,000
MOHE MTUN MOHE Framework for Smart Football Arena and Smart Community Activity Jul 2020 – May 2023 75,590
MOHE Improving Gas Source Localization Estimation - Jan 2019 – Mar 2023 91,970
MOHE TRGS Determination and Characterization of RF Signal for Moisture Sensing in Rice Grain Silos Jan 2019 – Sep 2022 494,400
MOHE MTUN KPT Asset Movement and Utilisation Tracking System for Medical Device Oct 2020 – Apr 2023 100,000
MOHE FRGS Evaluating Industry 4.0 Technological Readiness Using AHP and WPM for Malaysian SME Production System Oct 2023 – Sep 2025 74,000
MOHE FRGS A Multisensor for Brackish Water Quality Monitoring for Aquaculture Farming Oct 2013 – Oct 2015 319,000
MOHE FRGS UniSense Biodiversity Monitoring Network for Early Climate Forecasting System Mar 2012 – Mar 2014 116,000
MOHE FRGS Multisensor Platform for Web-based Swiftlet Habitat Monitoring and Intelligent Control System Sep 2012 – Sep 2015 102,000
MOHE PRGS Wireless Biochem-Sensor for Instant Context-Aware Food Quality and Contents Classification Dec 2012 – Dec 2014 91,000
MOHE FRGS Ambient Wireless Sensors Based Security and Population Behaviour Monitoring System Jun 2012 – Jun 2015 62,050
MOHE FRGS High Resolution Spatio-Temporal Modelling of State-Wide Dynamic Environmental Conditions Feb 2012 – Feb 2014 111,600
MOHE PRGS Skin-like Wearable Sensor for Track and Field’s Sport Dec 2013 – Dec 2015 130,000
MOHE PRGS Nature Inspired Solutions for Green Building System Jun 2014 101,000
MOHE FRGS Smartsense: A Wireless Smart Sensor Control Network for Intelligent Green Building Nov 2012 – Jan 2015 43,302
MOHE Intensifying On-Line Learning@UniMAP - 2014 25,000
MOHE UniPRIMA Smart Energy Platform for Electric Mobility Charging Sep 2021 – Sep 2023 20,000
MOHE Geran INSPIRE On-Premise Illegal Activity Detection and Monitoring Using CCTV May 2025 – Apr 2028 22,000
MOHE UniPRIMA Research & Development of Local Community Online Marketplace LoCoMART Sep 2021 – Sep 2023 25,000
MOHE Geran Pengkomersialan 2024 Development of Web-based Conference Management Platform Dec 2024 – Nov 2026 20,000
MOHE Surveillance and Bio Monitoring at iKERPAN - Jun 2016 – Apr 2017 20,000
MOHE PRE-COMM Evaluation, Testing and Software Upscaling of iHEALTH System Dec 2020 – Dec 2022 20,000
MOHE UniPRIMA Smart Production, Inventory and Maintenance Management for Manufacturing Facilities Sep 2021 – Aug 2023 30,000
MOHE Geran INSPIRE Observational Study of Student Daily Life in University Accommodation Using CCTV Data May 2025 – Apr 2028 20,000
MOHE Evaluation of Vision-Based AI for Crowd Demographic Analysis - Nov 2024 – Oct 2026 20,000
MOHE UniPRIMA Smart Energy Platform for Electric Mobility Charging Sep 2021 – Sep 2023 10,000
MOHE UniPRIMA 2023 RFID Hospital Asset Tracking and Monitoring System Sep 2023 – Aug 2025 20,000