Short Biography:
MOSABBER Uddin Ahmed received B.Sc. (Hons.) and M.Sc. degrees from the Department of Applied Physics & Electronics, University of Dhaka (DU) in 1998 and 1999 respectively. He secured the first position in his class in both cases. He received a second M.Sc. degree in Communications & Signal Processing and Ph.D. ...
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| Degree Name | Group/Major Subject | Board/Institute | Country | Passing Year |
|---|---|---|---|---|
| Ph.D. | Signal Processing | Imperial College London | United Kingdom | 2012 |
| Masters | Communications and Signal Processing | Imperial College London | United Kingdom | 2006 |
| Masters | Applied Physics and Electronics | University of Dhaka | Bangladesh | 1999 |
| Bachelor | Applied Physics and Electronics | University of Dhaka | Bangladesh | 1998 |
| Title | Organization | Location | From Date | To Date |
|---|---|---|---|---|
| Professor | University of Dhaka | Dhaka, Bangladesh | 29, Oct 2020 | Currently Working |
| Associate Professor | University of Dhaka | Dhaka, Bangladesh | 26, Dec 2014 | 28-10-2020 |
| Associate Professor | University of Dhaka | Dhaka, Bangladesh | 25, Feb 2014 | 25-12-2014 |
| Assistant Professor | University of Dhaka | Dhaka, Bangladesh | 08, Oct 2007 | 24-02-2014 |
| Student Advisor | University of Dhaka | Dhaka, Bangladesh | 29, Jan 2007 | 30-09-2008 |
| Lecturer | University of Dhaka | Dhaka, Bangladesh | 29, Aug 2004 | 07-10-2007 |
| Lecturer | City University | Dhaka, Bangladesh | 01, Sep 2002 | 28-08-2004 |
| Lecturer | Dhaka City College | Dhaka, Bangladesh | 01, Jul 2002 | 30-08-2002 |
Research Interest
| Subject | Description | Research Interest (Goal, Target Indicator) |
|---|---|---|
| Embedded System and Security in IoT | Embedded System design using FPGA , Security analysis in Internet of Things (IoT), Interfacing |
|
| Image processing and computer vision | Emotion analysis, Image classification etc. |
|
| Human Activity Analysis | IoT/ Sensor based activity recognition, Gesture and Sign Language recognition etc. |
|
| Biomedical Signal Processing | Signal conditioning and classification of various biomedical signals like ECG, EEG, EOG, EHG etc. for medical diagnosis and prognosis |
|
| Multivariate Multiscale Entropy (MMSE) and Dynamical Complexity of Multichannel Data | During my PhD, I had introduced a method (multivariate multiscale entropy) which was capable of quantifying the degree of complexity present in apparently random fluctuations of signals coming from real world systems. The method allowed us to gain insight into the complexity of the underlying multivariate signal generating system. This had also made it possible, for instance, to distinguish between the unconstrained (healthy) and various constrained (pathological) states of an organism, based on the analysis of non-invasive physiological recordings. The method was capable of addressing for the first time the complexity of multivariate data directly in the domain where they reside. The scope and range of potential applications of that work were enormous, from the analysis of stress related illnesses in modern mankind, to cognitive load assessment and gait analysis in the elderly. |
Project/Research Supervision
| Level of Study | Title | Supervisor | Co-Supervisor(s) | Name of Student(s) | Area of Research | Current Completion |
|---|---|---|---|---|---|---|
| Masters | Early Prediction of Breast cancer employing machine learning algorithms | Dr. Mosabber Uddin Ahmed | Md. Jakiul Alam | Biomedical Signal Processing |
2019 | |
| Masters | Design and implementation of an FPGA based efficient DES encryptor-decryptor for IoT devices | Dr. Mosabber Uddin Ahmed | Sayyed Farid Ahamed | Embedded System and Security in IoT |
2018 | |
| Masters | Smart Driver Drowsiness Detection Based on Time-Frequency Analysis of EEG signal | Dr. Mosabber Uddin Ahmed | Moktari Mostofa | Biomedical Signal Processing |
2018 | |
| Masters | Design and Analysis of Software and FPGA based AES Encryptor-Decryptor for Application in IoT | Dr. Mosabber Uddin Ahmed | Md. Sahil Hassan | Embedded System and Security in IoT |
2018 | |
| Masters | Multivariate Cosine Similarity Entropy: Method for complexity analysis of multichannel data based on self-correlation | Dr. Mosabber Uddin Ahmed | Nafis Irtija | Dynamical Complexity Analysis of Multichannel Data |
2018 | |
| Masters | Characterization of human affective states using multichannel multiscale entropy analysis (MMSE) method | Dr. Mosabber Uddin Ahmed | Kawser Ahammed | Dynamical Complexity Analysis of Multichannel Data |
2014 | |
| Research Project Report/Other | TEMPERATURE AND HEART RATE SENSING USING ARDUINO AND WIRELESS MONITORING SYSTEM | Dr. Mosabber Uddin Ahmed | Md. Reyazul Islam Rofe and Afsana Sharmin Shanta | Biomedical Signal Processing |
2019 | |
| Research Project Report/Other | A Framework for Sensor Based Sign Language Detection using Machine Learning | Dr. Mosabber Uddin Ahmed | Farhan Fuad Abir and Md. Ahasan Atick Faisal | Human Activity Analysis |
2019 | |
| Research Project Report/Other | Implementation of a Method of Heart Rate Monitoring and Detection of R-peaks | Dr. Mosabber Uddin Ahmed | Md. Shafayet-Ul Islam and Md Masum Reza | Biomedical Signal Processing |
2018 | |
| Research Project Report/Other | MUMAP: Modified Ultralightweight Mutual Authentication Protocol for RFID enabled IoT networks | Dr. Mosabber Uddin Ahmed | Mehedi Hasan Raju, Md. Fazle Rabby and Mazhar Ul Anwar | Embedded System and Security in IoT |
2018 | |
| Research Project Report/Other | CLASSIFICATION OF EEG SIGNALS FOR DETECTION OF EPILEPTIC SEIZURES | Dr. Mosabber Uddin Ahmed | Md. Abu Sayem and Sohel Rana Sarker | Biomedical Signal Processing |
2018 | |
| Research Project Report/Other | DESIGN AND DEVELOPMENT OF A SMART HOME SYSTEM | Dr. Mosabber Uddin Ahmed | KHONDAKER RUBEL ISLAM and MD. IBRAHIM KHALIL | Embedded System and Security in IoT |
2017 | |
| Research Project Report/Other | A PROTOTYPE SYSTEM FOR REAL TIME DRIVER DROWSINESS DETECTION USING OPENCV-PYTHON AND RASPBERRY PI BOARD | Dr. Mosabber Uddin Ahmed | Syed Mohammad Nasim Uddin and Ananda Kumar Saha | Embedded System and Security in IoT |
2015 | |
| Research Project Report/Other | Implementation of a Short Range FM Station Using Microcontroller | Dr. Mosabber Uddin Ahmed | Moshiur Rahman | Interfacing |
2014 | |
| Research Project Report/Other | A study of adaptive filtering algorithms in noise removal from ECG signals. | Dr. Mosabber Uddin Ahmed | Arya Chowdhury Mugdha and Ferdousi Sabera Rawnaque | Biomedical Signal Processing |
2014 |
Project/Research Work
| Subject | Project Name | Source of Fund | From Date | To Date | Collaboration |
|---|---|---|---|---|---|
| Postdoc | A Multivariate Multiscale Fuzzy Entropy Algorithm with Application to Uterine EMG Complexity Analysis | Commonwealth Academic Fellowship | 21-10-2015 | 18-08-2016 | |
| PhD | Multivariate multiscale complexity analysis | Commonwealth Scholarship | 01-10-2008 | 30-09-2012 |
Invited Talk
| SL | Invited Talk |
|---|---|
| 1 | University Seminar: “Multivariate Multiscale Fuzzy Entropy: Application to Uterine EMG Complexity Analysis”, Dept. of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, Osaka, Japan, December 16, 2019. |
| 2 | University Seminar: “Multivariate Multiscale Entropy: A Tool for Complexity Analysis of Multichannel Data”, Dept. of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, Osaka, Japan, December 13, 2018.
|
| SL | Collaboration & Membership Name | Type | Membership Year | Expire Year |
|---|---|---|---|---|
| 1 | Institute of Electrical and Electronic Engineers (IEEE), USA | Senior Member | 2011- Present |
| Book | |
|---|---|
| 1 |
MAR Ahad and Mosabber Uddin Ahmed
Signal Processing Techniques for Computational Health Informatics.
Springer Nature, 2020 .
|
| Book Section | |
| 1 |
Saidul Kabir, Mosabber Uddin Ahmed, Md. Mosarrof Hossen and Muhammad E. H. Chowdhury "A Multibranch LSTM-CNN Model for Human Activity Recognition."
Recent Advances in Machine Learning Techniques and Sensor Applications for Human Emotion, Activity Recognition and Support. Studies in Computational Intelligence. Kyandoghere Kyamakya, Fadi Al Machot, Habib Ullah, Florenc Demrozi Cham: Springer, Cham, 2024 Vol 1175 .
|
| 2 |
Ishrat Jahan Mohima and Mosabber Uddin Ahmed "A Python-based comparative study of convolutional neural network–based approaches for the early detection of breast cancer."
Signal Processing with Python. Irshad Ahmad Ansari and Varun Bajaj IOP Publishing, 2024 8-1 to 8-21 .
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| 3 |
Abu Jaffor Morshedul Abedin, Adiba Tabassum Chowdhury, Ifti Akib Abir, Mehedi Hasan Raju and Mosabber Uddin Ahmed "IoT architectures for biomedical devices."
Internet of Things in Biomedical Sciences. IOP Publishing, 2023 2-1 to 2-27 .
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| 4 |
Md Atiqur Rahman Ahad and Mosabber Uddin Ahmed "Signal Processing and Computer Vision."
Electrical and Electronic Engineering: Prospects and Challenges. Dhaka: University of Dhaka, 2022 159-202 .
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| 5 |
Farhan Fuad Abir, Md. Ahasan Atick Faisal, Omar Shahid and Mosabber Uddin Ahmed "Contactless Human Activity Analysis: An Overview of Different Modalities."
Contactless Human Activity Analysis. Springer, Cham: 2021 83-112 .
|
| 6 |
Kawser Ahammed and Mosabber Uddin Ahmed "Time Series Analysis for CoVID-19 Projection in Bangladesh."
Vision, Sensing and Analytics: Integrative Approaches. Cham: Springer, 2021 371-396 .
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| 7 |
Mosabber Uddin Ahmed "Complexity Analysis in Health Informatics."
Signal Processing Techniques for Computational Health Informatics. Springer, Cham, 2020 103-121 .
|
| 8 |
Md Abu Sayem, Md Sohel Rana Sarker, Md Atiqur Rahman Ahad and Mosabber Uddin Ahmed "Automatic Epileptic Seizures Detection and EEG Signals Classification Based on Multi-domain Feature Extraction and Multiscale Entropy Analysis."
Signal Processing Techniques for Computational Health Informatics. Springer, Cham, 2020 315-334 .
|
| 9 |
Mehedi Hasan Raju, Mosabber Uddin Ahmed and Md Atiqur Rahman Ahad "Health Informatics: Challenges and Opportunities."
Signal Processing Techniques for Computational Health Informatics. Springer, Cham, 2020 231-246 .
|
| 10 |
Mehedi Hasan Raju, Mosabber Uddin Ahmed and Md Atiqur Rahman Ahad "Security Analysis and a Potential Layer to Layer Security Solution of Medical Cyber-Physical Systems."
A Handbook of Internet of Things in Biomedical and Cyber Physical System. Springer, Cham, 2020 61-86 .
|
| Journal Article | |
| 1 |
Faizul Rakib Sayem, Mosabber Uddin Ahmed, Saadia Binte Alam, Sakib Mahmud, Md. Mamun Sheikh, Abdulrahman Alqahtani, Md Ahasan Atick Faisal and Muhammad E.H. Chowdhury : A novel 1D generative adversarial network-based framework for atrial fibrillation detection using restored wrist photoplethysmography signals,
Biomedical Signal Processing and Control (impact factor:4.9) , vol.101 , no.107233 Elsevier B.V. , 2024
.
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| 2 |
Md. Ahasan Atick Faisal, Sakib Mahmud, Muhammad E. H. Chowdhury, Amith Khandakar, Mosabber Uddin Ahmed, Abdulrahman Alqahtani and Mohammed Alhatou : Robust and novel attention guided MultiResUnet model for 3D ground reaction force and moment prediction from foot kinematics,
Neural Computing and Applications (impact factor:6) Springer Nature , 2023
.
|
| 3 |
Sriman Bidhan Baray, Mosabber Uddin Ahmed, Muhammad E. H. Chowdhury and Koichi Kise : EOG-Based Reading Detection in the Wild Using Spectrograms and Nested Classification Approach,
IEEE Access (impact factor:3.9) , vol.11 IEEE , pp.105619-105632 , 2023
.
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| 4 |
Md. Sohanur Rahman, Hasib Ryan Rahman, Johayra Prithula, Muhammad E. H. Chowdhury, Mosabber Uddin Ahmed, Jaya Kumar, M. Murugappan and Muhammad Salman Khan : Heart Failure Emergency Readmission Prediction Using Stacking Machine Learning Model,
Diagnostics (impact factor:3.992) , vol.13 , no.11 MDPI AG , pp.1948 , 2023
.
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| 5 |
Kawser Ahammed and Mosabber Uddin Ahmed : Multivariate Multiscale Entropy: An Approach to Estimating Vigilance of Driver,
EAI Endorsed Transactions on Pervasive Health and Technology , vol.9 European Alliance for Innovation (EAI) Publishing , 2023
.
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| 6 |
Md. Ahasan Atick Faisal, Muhammad E. H. Chowdhury, Zaid Bin Mahbub, Shona Pedersen, Mosabber Uddin Ahmed, Amith Khandakar, Mohammed Alhatou, Mohammad Nabil, Iffat Ara, Enamul Haque Bhuiyan, Sakib Mahmud and Mohammed AbdulMoniem : NDDNet: a deep learning model for predicting neurodegenerative diseases from gait pattern,
Applied Intelligence (impact factor:5.086) Springer Nature Switzerland AG , 2023
.
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| 7 |
Abul Kalam Azad, Mahabub-A-Alahi, Imtiaz Ahmed and Mosabber Uddin Ahmed : In Search of an Efficient and Reliable Deep Learning Model for Identification of COVID-19 Infection from Chest X-ray Images,
Diagnostics (impact factor:3.992) , vol.13 , no.3 MDPI , pp.574 , 2023
.
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| 8 |
Md. Ahasan Atick Faisal, Farhan Fuad Abir, Mosabber Uddin Ahmed and Md Atiqur Rahman Ahad : Exploiting domain transformation and deep learning for hand gesture recognition using a low-cost dataglove,
Scientific Reports (impact factor:4.996) , vol.12 , no.1 Springer Nature Limited , pp.21446 , 2022
.
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| 9 |
Md. Ahasan Atick Faisal, Muhammad E.H. Chowdhury, Amith Khandakar, Md Shafayet Hossain, Mohammed Alhatou, Sakib Mahmud, Iffat Ara, Shah Imran Sheikh and Mosabber Uddin Ahmed : An investigation to study the effects of Tai Chi on human gait dynamics using classical machine learning,
Computers in Biology and Medicine (impact factor:4.589) , vol.142 Elsevier B.V. , pp.105184 , 2022
.
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| 10 |
Mehedi Hasan Raju, Mosabber Uddin Ahmed and Md Atiqur Rahman Ahad : MUMAP: Modified Ultralightweight Mutual Authentication protocol for RFID enabled IoT networks,
Journal of the Institute of Industrial Applications Engineers , vol.9 , no.2 , pp.33-39 , 2021
.
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| 11 |
Kawser Ahammed and Mosabber Uddin Ahmed : Quantification of mental stress using complexity analysis of EEG signals,
Biomedical Engineering: Applications, Basis and Communications , vol.32 , no.2 , 2020
.
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| 12 |
Kawser Ahammed and Mosabber Uddin Ahmed : Epileptic Seizure Detection Based on Complexity Feature of EEG,
Journal of Biomedical Analytics , vol.3 , no.1 , pp.1-11 , 2020
.
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| 13 |
Swapnil Sayan Saha, Shafizur Rahman, Mosabber Uddin Ahmed and Subrata Kumar Aditya : Ensuring Cybersecure Telemetry and Telecommand in Small Satellites: Recent Trends and Empirical Propositions,
IEEE Aerospace and Electronic Systems Magazine (impact factor:1.539) , vol.34 , no.8 , pp.34-49 , 2019
.
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| 14 |
Md Atiqur Rahman AHAD, Rifat REZA and Mosabber Uddin AHMED : A Study on Computer-Aided Diagnosis of Alzheimer’s Disease from the Ventricular Enlargement Using S-MRI Data,
International Journal of Biomedical Soft Computing and Human Sciences (IJBSCHS) , vol.24 , no.2 , pp.57-64 , 2019
.
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| 15 |
Kawser Ahammed and Mosabber Uddin Ahmed : Determination of Neuromuscular Diseases Using Complexity of Electromyogram Signals,
Neuroscience International , vol.10 , no.1 , pp.8-12 , 2019
.
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| 16 |
Tanmoy PAUL, Ummul Afia SHAMMI, Mosabber Uddin AHMED, Rashedur RAHMAN, Syoji KOBASHI and Md Atiqur Rahman AHAD : A Study on Face Detection Using Viola-Jones Algorithm in Various Backgrounds, Angles and Distances,
International Journal of Biomedical Soft Computing and Human Sciences , vol.23 , no.1 , pp.27-36 , 2018
.
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| 17 |
Ferdous Ali Israt, Mostafa Zaman, Mosabber Uddin Ahmed, Syoji Kobashi and Md Atiqur Rahman Ahad : A Study on Human Action Recognition Based on a Modified-MHI,
International Journal of Biomedical Soft Computing and Human Sciences , vol.23 , no.1 , pp.37-50 , 2018
.
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| 18 |
Mosabber Uddin Ahmed : Complexity Analysis of the Multivariate Wind Measurements: Renewable Energy Applications,
Dhaka University Journal of Applied Science & Engineering , vol.4 , no.2 , pp.109-116 , 2018
.
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| 19 |
Mosabber Uddin Ahmed : Multiscale Complexity Analysis: A Novel Approach for Anomaly Detection in Multivariate Data,
Dhaka University Journal of Applied Science & Engineering , vol.4 , no.2 , pp.117-124 , 2018
.
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| 20 |
Mosabber Uddin Ahmed, Theerasak Chanwimalueang, Sudhin Thayyil and Danilo P Mandic : A multivariate multiscale fuzzy entropy algorithm with application to uterine EMG complexity analysis,
Entropy (impact factor:2.494) , vol.19 , no.1 , pp.2 , 2017
.
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| 21 |
Mosabber Uddin Ahmed, N Rehman, D Looney, TM Rutkowski and Danilo P Mandic : Dynamical Complexity of Human Responses: A Multivariate Data-Adaptive Framework,
Bulletin of the Polish Academy of Sciences Technical Sciences (impact factor:1.385) , vol.60 , no.3 , pp.433-445 , 2012
.
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| 22 |
David Looney, Mosabber Uddin Ahmedi and Danilo P Mandic : Human-Centred Multivariate Complexity Analysis,
Natural Intelligence : the INNS Magazine , vol.1 , no.3 , pp.40-43 , 2012
.
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| 23 |
Mosabber Uddin Ahmed and Danilo P Mandic : Multivariate multiscale entropy: A tool for complexity analysis of multichannel data,
Physical Review E (impact factor:2.296) , vol.84 , no.6 , pp.061918 , 2011
.
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| 24 |
Mosabber Uddin Ahmed and Danilo P Mandic : Multivariate multiscale entropy analysis,
IEEE Signal Processing Letters (impact factor:3.105) , vol.19 , no.2 , pp.91-94 , 2011
.
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| 25 |
Mosabber Uddin Ahmed : Nonlinearity Analyses of Wind Signal,
The Dhaka University Journal of Science , vol.56 , no.2 , pp.195- 200 , 2008
.
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| 26 |
Mosabber Uddin Ahmed, Md. Shafiul Alam, A.H.M. Asadul Huq and Farruk Ahmed : Adaptive noise cancellation from speech signals using SUSC algorithm,
The Dhaka University Journal of Science , vol.54 , no.2 , pp.181-186 , 2006
.
|
| Award Type | Title | Year | Country | Description |
|---|---|---|---|---|
| Local | Roushan Innas Ali Welfare Trust Gold Medal (2016-2017) | 2019 | Bangladesh | For outstanding research work |
| International | Taylor & Francis Commonwealth Scholar Highly Commended Journal Article Prize | 2017 | United Kingdom | For the article ‘A Multivariate Multiscale Entropy Algorithm with Application to Uterine EMG Complexity Analysis‘, published in Entropy in 2017. |
| International | Commonwealth Academic Fellowship | 2015 | United Kingdom | Postdoctoral fellowship |
| International | The Charles Wallace Bangladesh Trust (CWBT) Grant | 2011 | United Kingdom | Contribution towards the residual costs of doctoral studies. |
| International | Commonwealth Scholarship | 2008 | United Kingdom | For pursuing PhD, Oct. 2008-Mar. 2012. |
| International | Commonwealth Scholarship | 2005 | United Kingdom | For pursuing MSc, Oct. 2005-Sep. 2006. |
| Local | Mirza Samsul Huda and Mahmuda Begum Memorial Trust Gold Medal 1999, Dhaka University | 2003 | Bangladesh | For highest marks in M.Sc. in Applied Physics and Electronics, 2003 |
| Local | Dean’s award (Faculty of Science, University of Dhaka) for undergraduate (Hons) result, 1998 | 2000 | Bangladesh | For highest marks in B.Sc. (Hons) in Applied physics and Electronics, 2000 |
| Local | Dhaka University (DU) Scholarship for undergraduate (Hons) result, 1998 | 2000 | Bangladesh | For highest marks in B.Sc. (Hons) in Applied physics and Electronics, 2000 |
Dr. Mosabber Uddin Ahmed
Professor
Department of Electrical and Electronic Engineering
Faculty of Engineering and Technology
Email: mosabber.ahmed@du.ac.bd
Phone: +880-2-9661920/4991(ext),+880-2-8123295 (res)