Profile of Dr. Md. Abdulla Al Mamun

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Dr. Md. Abdulla Al Mamun

Professor

Department of Computer Science and Engineering (CSE)

Faculty of Computer Science and Engineering

Hajee Mohammad Danesh Science & Technology University, Dinajpur.

E-mail: mamun@hstu.ac.bd

Mobile: +8801886890345


CAREER OBJECTIVE

    Acquiring knowledge and skills, and utilizing them to serve the ummah (society) for achieving eternal bliss in the proximity of my creator.

RESEARCH INTEREST

    Internet of Things (IoT), Development and Optimization of Algorithms for Wearable IoT Sensor Networks, Sensor Node Localization and Tracking, Wearable Sensors, Wireless Sensor Networking, Wireless Body Area Networking, Machine Learning and Intelligent Embedded Systems.

EDUCATION

  1. Doctor of Philosophy (PhD) in Internet of Things (IoT), 2022

    Monash Engineering (Electrical and Computer Systems), Monash University, Melbourne, Australia

  2. Master of Science (M.Sc.) in Electrical, Electronic and Systems Engineering (EESE), 2015

    Faculty of Engineering & Built Environment, Universiti Kebangsaan Malaysia, Bangi, Malaysia

  3. Bachelor of Science (B.Sc.) in Computer Science and Engineering (CSE), 2006

    Dept. of CSE, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh


PROFESSIONAL EXPERIENCES

  1. Professor
    Dept. of CSE, Hajee Mohammad Danesh Science and Technology University, Bangladesh

    June 28, 2020 to Present

  2. Teaching Associate
    Dept. of ECSE, Monash University, Melbourne, Victoria, Australia

    February 20, 2018 to June 30, 2022

  3. Associate Professor
    Dept. of CSE, Hajee Mohammad Danesh Science and Technology University, Bangladesh

    June 28, 2015 to June 27, 2020

  4. Graduate Research Assistant
    Dept. of EESE, Universiti Kebangsaan Malaysia, Bangi Selangor, Malaysia

    April 25, 2012 to April 23, 2015

  5. Assistant Professor
    Dept. of CSE, Hajee Mohammad Danesh Science and Technology University, Bangladesh

    November 04, 2010 to June 27, 2015

  6. Lecturer
    Dept. of CSE, Hajee Mohammad Danesh Science and Technology University, Bangladesh

    June 28, 2007 to November 03, 2010


PUBLICATIONS

Journal Papers

  1. Rathnayaka, A., Gendy, M. E. G., Wu, F., Mamun, M. A. A., Curtis, S. J., Bingham, G., Peleg, A. Y., Stewardson, A. J. & Yuce, M. R. 2023. An Autonomous IoT-based Contact Tracing Platform in a COVID-19 Patient Ward. IEEE Internet of Things Journal. 2023 : (Early Access).

  2. Curtis, S. J., Rathnayaka, A., Wu, F., Mamun, M. A. A., Spiers, C., Bingham, G., Lau, C., Peleg, A., Yuce, M. R. & Stewardson, A.J. 2022. Feasibility of Bluetooth Low Energy wearable tags to quantify healthcare worker proximity networks and patient close contact: A pilot study. Infection, Disease & Health, 27(2): 66-70.


  3. Mamun, M. A. A., Anaya, D. V., Wu, F. & Yuce, M. R. 2021. Landmark Assisted Compensation of User’s Body Shadowing on RSSI for Improved Indoor Localization with Chest Mounted Wearable Device. Sensors, 21(16):5405.


  4. Mamun, M. A. A. & Yuce, M. R. 2020. Recent Progress in Nanomaterial Enabled Chemical Sensors for Wearable Environmental Monitoring Applications. Advanced Functional Materials, 30(51):2005703.


  5. Hannan, M. A., Lipu, M. S. H., Akhtar, M., Begum, R. A., Mamun, M. A. A., Hussain, A., Mia, M. S. & Basri, H. 2020. Solid waste collection optimization objectives, constraints, modeling approaches, and their challenges toward achieving sustainable development goals. Journal of Cleaner Production, 277(2020):123557.


  6. Hannan, M. A., Begum, R. A., Ali, Q. A. S., Ker, P. J., Mamun, M. A. A., Hussain, A., Basri, H. & Mahlia, T. M. I. 2020. Waste collection route optimisation model for linking cost saving and emission reduction to achieve sustainable development goals. Sustainable Cities and Society, 62(2020):102393.


  7. Mamun, M. A. A. & Yuce M. R. 2019. Sensors and systems for wearable environmental monitoring toward iot-enabled applications: A review. IEEE Sensors Journal, 19(18):7771-88.


  8. Roy, A. C., Hossin, K., Uddin, M. P., Mamun, M. A. A., Afjal, M. I. & Nitu, A. M. 2018. Detection and Classification of Geometric Shape Objects for Industrial Applications. HBRP Advancement in Image Processing and Pattern Recognition 1(2): 11-19.


  9. Mamun, M. A. A., Islam, M. A., Afjal, M. I., Mamun, M. A. A., Ali, M. U. A. E. & Uddin, M. P. 2018. Feature Extraction Using Uniform Pattern based Standard Deviation for Face Recognition. HBRP Advancement in Image Processing and Pattern Recognition 1(2): 32-38.


  10. Mamun, M. A. A., Hannan, M. A., Hussain, A. & Basri, H. 2016. Theoretical model and implementation of a real time intelligent bin status monitoring system using rule based decision algorithms. Expert Systems With Applications 48(2016): 76-88.


  11. Hannan, M. A., Arebey, M., Begum, R. A., Basri, H. & Mamun, M. A. A. 2016. Content-based image retrieval system for solid waste bin level detection and performance evaluation. Waste Management 50(2016):10-19.


  12. Hannan, M. A., Mamun, M. A. A., Hussain, A., Basri, H. & Begum, R. A. 2015. A review on technologies and their usage in solid waste management systems: Issues and challenges. Waste Management 43(2015): 509-523.


  13. Mamun, M. A. A., Hannan, M. A., Hussain, A. & Basri, H. 2015. Integrated sensing systems and algorithms for solid waste bin state management automation. IEEE Sensors Journal 15(1): 561-567.


  14. Mamun, M. A. A., Hannan, M. A. & Hussain, A. 2014. A novel prototype and simulation model for real time solid waste bin monitoring system. Jurnal Kejuruteraan 26(1): 15-19.


  15. Mamun, M. A. A., Hannan, M. A., Hussain, A. & Basri, H. 2014. Simulation model for a real time solid waste bin monitoring system. Australian Journal of Basic and Applied Sciences 8(19): 356-360.


  16. Hannan, M. A., Mustapha, A., Mamun A. A., Hussain, A., and Basri, H. 2014. RFID and communication technologies for an intelligent bus monitoring and management system. Turkish Journal of Electrical Engineering and Computer Sciences 22(1): 106-120.


  17. Zailah, W., Hannan, M. A. & Mamun, A. A. 2013. Feed forward neural network for solid waste image classification. Research Journal of Applied Sciences, Engineering and Technology 5(4): 1466-1470.


  18. Zailah, W., Hannan, M. & Mamun, A. A. 2012. Image acquisition for solid waste bin level classification and grading. Journal of Applied Sciences Research 8(6): 3092-3096.


  19. Mamun, M. A. A. 2007. Bangla OCR: A rotation Independent Character Recognition System (RICRS) for Converting Printed Bangla Documents to Editable Electronic Documents. Jahangirnagar Physics Studies 8(19): 17-27.


  20. Mamun, M. A. A., Islam, M. S., Islam, M. M. & Nitu, A. M. 2007. Analysis between Various TCP Versions using NS2 and Improving the Performance over Cellular Mobile System by FEC using JAVA. HSTU Journal of Science and Technology 5(1): 1-9.



Conference Papers

  1. Mamun, M. A. A. & Yuce, M. R. 2021. Map-Aided Fusion of IMU PDR and RSSI Fingerprinting for Improved Indoor Positioning. In 2021 IEEE Sensors, Oct 31-Nov 04, Sydney, NSW, Australia, pp. 1-4.


  2. Curtis, S. J., Rathnayaka, A., Wu, F., Mamun M. A. A., Spiers, C., Bingham, G., Lau, C., Peleg, A., Yuce, M. R. and Stewardson, A.J. 2021. Feasibility of Bluetooth Low Energy wearable tags to quantify healthcare worker proximity networks and patient close contact: A pilot study. In Australasian College for Infection Prevention and Control Conference. Nov 8-10, Adelaide, Australia.


  3. Mamun, M. A. A., Anaya, D. V. & Yuce, M. R. 2021. FaStER: Fast, Stable, Expandable and Reliable Radio Map for Indoor Localization. In the 8th IEEE International Symposium on Inertial Sensors and Systems (INERTIAL), Mar 22-25, Kailua-Kona, HI, USA, pp. 1-4.


  4. Rathnayaka, A., Mamun, M. A. A., Wu F., Curtis, S.J., Stewardson, A.J., & Yuce M.R. 2020. Protecting Health Care Workers from Infectious Diseases using Physical Proximity Networks (PPN). In 2020 IEEE Sensors, Oct 25-28, Rotterdam, Netherlands, pp. 1-4.


  5. Mamun, M. A. A., Anaya, D.V., Redoute, J.M. & Yuce, M.R. 2019. Effects of Various Factors on RSSI from Positioning Point of View with Wearables. In 13th International Conference on Sensing Technology (ICST 2019), Dec 02-04, Sydney, Australia. (Best Presentation Award)


  6. Mamun, M. A. A., Anaya, D.V., Wu F., Redoute, J.M. & Yuce, M.R. 2019. Radio map building with IEEE 802.15. 4 for indoor localization applications. In IEEE International Conference on Industrial Technology 2019 (IEEE-ICIT 2019), Feb 13-15, Melbourne, Australia, pp. 181-186.


  7. Tumpa, P. B., Yeasmin, S., Nitu, A. M., Uddin, M. P., Afjal, M. I. & Mamun, M. A. A. 2018, February. An Improved Extractive Summarization Technique for Bengali Text (s). In 2018 International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2 2018), Feb 08-09, Rajshahi, Bangladesh, pp. 1-4.


  8. Mamun, M. A. A., Hannan, M. A., Hussain, A. & Basri, H. 2014. Real time bin status monitoring for solid waste collection route optimization. Proceedings of the 5th Brunei International Conference on Engineering and Technology (BICET 2014), November 1-3. Bandar Seri Begawan, Brunei Darussalam, pp. 1.23(6).


  9. Mamun, M. A. A., Hannan, M. A. & Hussain, A. 2014. Real time solid waste bin monitoring system framework using wireless sensor network. Proceedings of the 2014 International Conference on Electronics, Information and Communications (ICEIC), January 15-18, 2014. Kota Kinabalu, Malaysia, pp. 1-2.


  10. Uddin, M. P., Ali, E., Marjan, M. A., & Mamun, M. A. A. 2014. Indexed Binary Search based efficient search generator for J2ME English to English dictionary. Proceedings of the 2014 IEEE International Conference on Informatics, Electronics & Vision (ICIEV), May 23-24. Dhaka, Bangladesh, pp. 1-6.


  11. Mamun, M. A. A., Hannan, M. A., Hussain, A. & Basri, H. 2013. Wireless sensor network prototype for solid waste bin monitoring with energy efficient sensing algorithm. Proceedings of the 2013 IEEE 16th International Conference on Computational Science and Engineering (CSE), December 3-5, 2013. Sydney, NSW, Australia, pp. 382-387.


  12. Mamun, M. A. A., Hannan, M. A., Islam, M. S., Hussain, A. & Basri, H. 2013. Integrated sensing and communication technologies for automated solid waste bin monitoring system. Proceedings of the 2013 IEEE Student Conference on Research and Development (SCOReD), December 16-17, 2013. Putrajaya, Malaysia, pp. 480-484.


  13. Mamun, M. A. A., Hannan, M. A., and Hussain, A. 2013. Design and Simulation of a Real Time Solid Waste Bin Monitoring System. Proceedings of the 2013 International Conference on Engineering and Built Environment (ICEBE), November 19-20. Puri Pujangga, UKM, Malaysia.



Awards and SCHOLARSHIPS

  1. Postgraduate Publication Award (PPA)

    Funded by: Monash University, Australia

  2. Graduate Research Completion Award (GRCA)

    Funded by: Monash University, Australia

  3. Best Presentation Award

    Funded by: 13th International Conference on Sensing Technology, Macquarie University, Sydney, Australia

  4. Monash Graduate Scholarship (MGS)

    Funded by: Monash University, Australia

  5. Monash International Tuition Scholarship (MITS)

    Funded by: Monash University, Australia

  6. Gold Award with Outstanding Achievement Honor

    Funded by: International Innovation Festival (INNOFEST 2014), Universiti Teknikal Malaysia (UTeM), Malaysia


PROJECTS

  1. Proximity networks to quantify and mitigate the risk of COVID-19 transmission in healthcare.

    Funded by: Australian Research Council Future Fellowships Grant

    Position: Lead Researcher

    Description: An IoT-based solution is proposed to efficiently localize, track, and monitor the activity of healthcare staff at Alfred Hospital, Melbourne, Australia. We developed a wearable platform by integrating suitable communication technologies and efficient intelligent algorithms to achieve the project goals. We also applied edge computing to attain low-latency feedback. Several pilot tests were conducted at the Alfred Hospital, Melbourne to validate the performance of the developed system. The project was collaborated by the Dept. of Electrical & Computer Systems Engineering, Monash University; Dept. of Infectious Diseases, Monash University, and The Alfred Hospital, Melbourne, Australia.

  2. An IoT-Connected Smart Hand Hygiene Tracking System for Prevention of Hospital Acquired Infections.

    Funded by: Australian Research Council Future Fellowships Grant

    Position: Researcher

    Description: We developed an IoT-based autonomous hand hygiene tracking platform for the prevention of hospital-acquired infections. By combining wearables, communication technologies, and intelligent algorithms, we developed a smart solution to address the issue of cross-infections among medical staff and patients at the Northern Hospital in Epping. The project was collaborated by the Dept. of Electrical & Computer Systems Engineering, Monash University; Faculty of Information Technology, Monash University; Faculty of Design and Art, Monash University; The Northern Hospital in Epping, Melbourne; Enware Australia, Caringbah NSW, and Oracle Australia.

  3. Solid waste monitoring and management system for smart city/smart village towards maintaining a sustainable innovative digital economy.

    Funded by: Long Term Research Grant Scheme (LRGS), Ministry of Higher Education (MOHE), Malaysia.

    Position: Lead Researcher.

    Description: As part of my M.Sc. research, I developed an IoT-based wireless sensor network platform for real-time monitoring and managing of solid waste bins to optimize the collection route. The developed solution helps to reduce solid waste collection costs, time as well as pollutant emissions. The project was collaborated by the Dept. of Electrical, Electronic & Systems Engineering, Universiti Kebangsaan Malaysia and the Dept. of Civil and Structural Engineering, Universiti Kebangsaan Malaysia.

  4. Measurement and Imaging of Soil Water Content and Hydraulic Conductivity in 3D and Real-Time for Saturated and Unsaturated Soil Based on Electrical Capacitance Tomography Development.

    Funded by: Science Fund (03-01-02-SF1022), Ministry of Science, Technology and Innovation (MOSTI), Malaysia

    Position: Researcher.

    Description: As part of the project, I developed a wireless sensor network-based intelligent platform for soil water content monitoring by applying several IoT devices. The designed system can estimate soil moisture that facilitates to early detection of a landslide. The project was collaborated by the Dept. of Electrical, Electronic & Systems Engineering, Universiti Kebangsaan Malaysia, and the Dept. of Civil and Structural Engineering, Universiti Kebangsaan Malaysia.

  5. Applied Engineering Intelligent Systems Development.

    Funded by: Dana Impak Perdana (Premier Impact Grant DIP-2012-03), Universiti Kebangsaan Malaysia.

    Position: Researcher.

    Description: An intelligent solid waste segregation platform was developed for efficient solid waste management applications. Image processing and machine learning approaches were applied to implement the system. The project was collaborated by the Dept. of Electrical, Electronic & Systems Engineering, Universiti Kebangsaan Malaysia, and the Faculty of Information Science & Technology, Universiti Kebangsaan Malaysia.

  6. Self-Assessment (SA) of the Bachelor Degree Programs for the Faculty of Computer Science and Engineering (CSE), Hajee Mohammad Danesh Science & Technology University, Bangladesh.

    Funded by: The World Bank.

    Position: Head of the Self-Assessment Committee (SAC).

    Description: Preparation of a self-assessment report and improvement plan through assessing the teaching-learning capacity of CSE faculty. By integrating all the major stakeholders, the self-assessment helps to identify the areas and issues that need to be addressed and improved to attain the learning objectives. The project was administered by the Institutional Quality Assurance Cell (IQAC), Hajee Mohammad Danesh Science & Technology University, and Quality Assurance Unit (QAU), University Grants Commission of Bangladesh (UGC).

  7. Establishment of Fiber Optic Backbone (Buried) and High-Speed LAN at Hajee Mohammad Danesh Science and Technology University.

    Funded by: The World Bank and the Government of Bangladesh.

    Position: ASPM(Prepared the project and received the grant).

    Description: Design and installation of high-speed internet facility at Hajee Mohammad Danesh Science and Technology University for the very first time. This project facilitates to improve the institutional academic infrastructure by generating better access to knowledge and information through the integration of ICT into teaching-learning. The project was administered by the Higher Education Quality Enhancement Project (HEQEP), University Grants Commission of Bangladesh (UGC) and Ministry of Education, Government of the People’s Republic of Bangladesh. (I prepared the project proposal and received the grant before leaving Bangladesh to join Universiti Kebnagsaan Malaysia (The National University of Malaysia) as a Graduate Research Assistant).


SOCIAL NETWORK

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