Machine Learning Electronic Engineering

Shekh Md Mahmudul Islam Email: ******@**.**.**

Cell:+1-919-***-****

https://du.ac.bd/body/facultydetails/EEE/1431

Education

University of Hawaii at Manoa Hawaii, USA

Ph.D. in Electrical Engineering, Advisor: Dr. Victor M. Lubecke August, 2016- December, 2020

– Thesis: Non-Contact and Secure Radar-Based Continuous Identity Authentication In Multiple-Subject Environments

– Research Interest: Wireless Sensing, Biomedical Doppler Radar, Radio Frequency Sensors, Antenna Array Signal Processing, and Machine Learning Classifiers for Pattern Recognition University of Dhaka Dhaka, Bangladesh

M.S. in Electrical and Electronic Engineering, Advisor: Dr. Md Adnan Kiber 2012-2014

– Thesis: Smart-Phone Based Intelligent Telemedicine System For Bangladesh Perspective University of Dhaka Dhaka, Bangladesh

B.S. in Electrical and Electronic Engineering 2008-2012 Experience

Duke University, Department of Biomedical Engineering Durham, NC, USA Postdoctoral Research Fellow August, 2024- Continuing

– Research Project: Analyze large biomedical datasets including machine learning and regression analysis University of Dhaka, Department of Electrical and Electronic Engineering Dhaka, Bangladesh Associate Professor June, 2024- Continuing

University of Dhaka, Department of Electrical and Electronic Engineering Dhaka, Bangladesh Assistant Professor January, 2022- June, 2024

– Courses Taught: Signals and Systems, Computer Aided Engineering Drawing, High-Speed Computer Networking, Industrial and Biomedical Instrumentation

– Supervised 06 Undergrad Students Thesis and 1 M.Sc. Student Thesis University of Dhaka, Department of Electrical and Electronic Engineering Dhaka, Bangladesh Lecturer Dec, 2014-Jan, 2022

– Courses Taught: Electrical Circuit, Digital Electronics, Computer Programming, Wireless Communication

– Supervised Undergrad Students Thesis

Kyoto University, Department of Electrical Engineering Kyoto, Japan JSPS Invitational Fellow August, 2023-October, 2023

– Research Project: Non-Contact Blood Pressure Estimation Using Human Body Displacement Waveforms University of Hawaii, Department of Electrical Engineering Hawaii, USA Research Assistant/ Teaching Assistant August, 2016-December, 2020

– Project: Non-Contact Physiological Sensing Using Microwave Doppler Radar

– Courses Taught: Electrical Circuit Lab, Basic Physics Electricity and Magnetism Lab ON Semiconductor Arizona, USA

Radar System and Applications Engineering Intern/Intelligent Sensing Group May, 2019- August, 2019 Page 1 of 3

– Project: Non-Contact Driver Vital Sign Monitoring Using FMCW Automotive Radar Adnoviv, Inc Hawaii, USA

Radar System and Applications Engineering Intern/Intelligent Sensing Group May, 2020- August, 2020

– Project: Radar-based Occupancy Sensing

Publications (Selected)

1. A. Droitcour, and Shekh M. M. Islam, “Building Occupancy Estimation Using Microwave Doppler Radar and Time-Frequency Analysis”, US Patent No: W0 2022/159315 A2. 2. A. Droitcour, C. Song and Shekh M. M. Islam, “Unobtrusive Occupancy Sensing Using Radar-Based Sensors and Riemann Integral”, US Patent No: W0 2024/0094373 A1. 3. Sourav Kumar Pramanik, M. Shafkat Hossain, Shekh M. M. Islam, “Non-Contact Soil Moisture Estimation Using Continuous Wave Radar and Deep Learning”, IEEE Sensors Journal (IF: 4.3) Manuscript DOI:https://ieeexplore.ieee.org/abstract/document/10609334, 2024 4. J. H. Chowdhury, Md Shafkat Hossain, S. K. Pramanink, M. Shafkat Hossain, Shekh M. M. Islam, “Separation of Heartbeat Waveforms of Simultaneous Two SUbjects Using Independent Component Analysis and Empirical Mode Decomposition”, IEEE Microwave and Wireless Technology Letter (IF: 2.9) Manuscript DOI//https://ieeexplore.ieee.org/document/10587270, 2024 5. Shekh M. M. Islam, A. Droitcour, E. Yavari, V. M. Lubecke, O. Boric-Lubecke, “Building Occupancy Estimation Using Microwave Doppler Radar and Wavelet Transform”, Elsevier Building and Environment (IF: 8.6) Manuscript DOI:https://www.sciencedirect.com/science/article/pii/S0360132323002603, 2023 6. Shekh M. M. Islam, Yao Zheng, Yanjun Pan, Marionne Millan, Willy Chang, Ming Li, Olga Borić–Lubecke, Victor Lubecke, Wenhai Sun, “Cross-Modality Continuous User Authentication and Device Pairing with Respiratory Patterns”, IEEE Internet of Things Journal (IF: 10.346) Manuscript DOI:https://ieeexplore.ieee.org/abstract/document/10132905, 2023 7. C. Song, A. Droitcour, Shekh M. M. Islam, A. Whiteworth, Victor M. Lubecke, and O. Boric-Lubecke,

“Unobtrusive Occupancy and Vital Signs Sensing for Human Building Interactive Systems”, Nature Scientific Report

(IF: 4.99) Manuscript DOI:https://doi.org/10.1038/s41598-023-27425-6, 2023 8. Shekh M. M. Islam, O. Boric-Lubecke, and V. Lubecke, “Identity Authentication in Two Subject Environments Using Microwave Doppler Radar and Machine Learning Classifiers”, IEEE Transactions on Microwave Theory and Techniques (IF: 4.381) Manuscript DOI: 10.1109/TMTT.2022.3197413, 2022 9. Shekh M. M. Islam, “Radar-based remote physiological sensing: Progress, challenges, and opportunities”, Frontiers in Physiology (IF: 4.755) Manuscript DOI: https://doi.org/10.3389/fphys.2022.955208, October 2022 10. Shekh M. M. Islam,Y. Zheng, O. Boric-Lubecke, and V. Lubecke, “Contactless Radar-Based Sensors: Recent Advances in Vital Signs Monitoring of Multiple Subjects Using Con-tactless Radar-Based Sensors”, IEEE Microwave Magazine (IF: 2.949), July, 2022

11. Shekh M. M. Islam, and V. Lubecke, “Sleep Posture Recognition with a Dual-Frequency Microwave Doppler Radar and Machine Learning Classifiers”, IEEE Sesnors Letters (IF: 2.949), Vol. 6(3), March, 2022 12. Shekh M. M. Islam, and V. Lubecke, “Breath-ID: Radar’s New Role in Biometrics”, IEEE Aerospace, Electronic and System Magazine (IF: 1.594), Vol. 36(12), December 2021 13. Shekh M. M. Islam, O. Boric-Lubecke,Y. Zheng and V. Lubecke, “Radar-Based Non-Contact Continuous Identity Authentication”, MDPI Remote Sensing (IF: 4.509),Vol. 12(14), July 2020 14. Shekh M. M. Islam, O. Boric-Lubecke, and V. Lubecke, “Concurrent Respiration Monitoring of Multiple Subjects by Phase-Comparison Monopulse Radar Using Independent Component Analysis (ICA) with JADE Algorithm and Direction of Arrival”, IEEE Access (IF: 3.745),Vol. 8(1), April 2020 Page 2 of 3

15. John E. Kiriazi, Shekh M. M. Islam, O. Boric-Lubecke, and V. Lubecke, “Sleep Posture Recognition Using Dual Frequency Cardiopulmonary Doppler Radar”, IEEE Access (IF: 3.745),Vol. 9, February 2021 16. Shekh M. M. Islam, O. Boric-Lubecke and V. Lubecke, “Occupant Entry and Exit Event Extraction Using Continuous Wave (CW) Doppler Radar and Wavelet Analysis” (Paper ID 319-RK928), IEEE International Microwave Symposium (IMS’23),San Diego, CA, USA, 2023 Skills

• Radar Signal Processing/Algorithm Development/Machine Learning Classification: MATLAB Professional Membership

• IEEE Senior Member: IEEE Microwave Theory and Technique Society (MTT), IEEE Engineering in Medicine and Biology Society (EMBS)

Technical Committee Affiliate Member of MTT-28: Biological Effects and Medical Applications Committee Scholarships and Awards

• Elseveier Building and Environment Journal Best Annual Paper 2024–2024

• Best Graduate Student Research Award-Giving Tree Scholarship-UH Manoa 2019–2020

• Best Innovation Award-Annual Medical device design Competition-John A Burns School of Medicine 2019

• Prime Minister Gold Medal Award, Bangladesh 2017

• Deans Award-Faculty of Engineering-University of Dhaka 2014 References

Victor M. Lubecke, Ph.D. FIEEE

Professor

Department of Electrical Engineering

University of Hawaii at Manoa, Hawaii, USA

email: *******@******.***

Olga Boric-Lubecke, Ph.D., FIEEE

Professor

Department of Electrical Engineering

University of Hawaii at Manoa, Hawaii, USA

email:******@******.***

Jessilyn Dunn, Ph.D.

Assistant Professor

Department of Biomedical Engineering

Duke University, NC, USA

email:********.****@****.***

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