Electrical & Electronic Engineering

Dr. Umma Hany

Research Interests

• Biomedical signal and Image Processing
• Localization
• Wireless Sensor Network
• Wireless Communication
• Artificial Intelligence
• Machine Learning and Deep Learning

Educational Background

• Ph.D, (Electrical and Electronic Engineering), Bangladesh University of Engineering and Technology
• Master of Science (MSc), (Electrical and Electronic Engineering), Bangladesh University of Engineering and Technology
• Bachelor of Science (BSc), (Electrical and Electronic Engineering), Ahsanullah University of Science and Technology

Honors and Achievements

• 100 Most Dedicated Professors Award, World Education Congress, Mumbai, India, 2019
• Canadian Commonwealth Scholarship, University of Saskatchewan, Saskatoon, Canada, 2013
• Excellent Technical Case Award, Huawei Technologies Co. Ltd, 2009
• Excellent Performance Certificate, Huawei Technologies Co. Ltd, 2009

Publications

1. Artificial Intelligence for Detection of Lung Cancer using Transfer Learning and Morphological Features, Journal of Supercomputing, SpringerNature, 2024.
2. Wireless Capsule Endoscope Localization using LSTM Network, IEEE Sensors Letters, 2023.
3. Path Loss Based Wireless Capsule Endoscope Localization Using Machine Learning Regression, IEEE Access, 2023.
4. Wireless Power System for Video Capsule Endoscopes: Design, Development, Implementation, and Analysis, European Journal of Electrical Engineering and Computer Science, 2023.
5. Accuracy of UWB Path Loss-Based Localization of Wireless Capsule Endoscopy, Journal of Healthcare Engineering, Hindawi, 2023, Hindawi.
6. Artificial Intelligence for sEMG-Based Muscular Movement Recognition for Hand Prosthesis, IEEE Access, 2023.
7. Development of Microcontroller based Light Following Emergency Evacuation Chair, 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), 2019.
8. Non-parametric approach using ML estimated path loss bounded WCL for video capsule endoscope localization, IEEE Sensors Journal, 2018, IEEE.
9. Non-parametric method of path loss estimation for endoscopic capsule localization, International Journal of Wireless Information Networks, Springer, 2018, Springer US.
10. Degree-based WCL for video endoscopic capsule localization, IEEE Sensors Journal, 2017, IEEE.
11. Non-parametric approach of video capsule endoscope localization using suboptimal method of position bounded CWCL, IEEE Sensors Journal, 2017, IEEE.
12. Local parametric approach of wireless capsule endoscope localization using randomly scattered path loss based WCL, Wireless Communications and Mobile Computing, Hindawi, 2017, Hindawi.
13. An adaptive linearized method for localizing video endoscopic capsule using weighted centroid algorithm, International Journal of Distributed Sensor Networks, 2015, SAGE Publications Sage UK: London, England.
14. Prospects of IP-based Next Generation Network in Bangladesh, AIUB Journal, 2012.
15. Design and Development of a Litho-code ID based Electronic Entry-control System., International Journal of Electrical \& Computer Engineering (2088-8708), 2012.
16. Design and performance analysis of a core next generation network for PSTN and mobile communications in Bangladesh, 2009, Department of Electrical and Electronic Engineering, BUET.

1. Low Complexity Resource Allocation for Multiuser Uplink Communication Systems, 2022 45th International Conference on Telecommunications and Signal Processing (TSP), 2022, IEEE. URL
2. A Prototype of Multi Functional Rescue Robot Using Wireless Communication, International Conference on Electrical Engineering and Information & Communication Technology, 2021. URL
3. Lung Cancer Detection and Classification using CT Scan Image Processing, International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI), 2021. URL
4. An Autonomic LASER Tag Combat Simulation System Based on IPS Using RSSI from Wireless Devices, International Conference on Information and Communication Technology for Sustainable Development, 2021. URL
5. Accuracy of endoscopic capsule localization using position bounds on smoothed path loss based WCL, IEEE International Conference on Signal and Image Processing Applications (ICSIPA), 2017.
6. Local polynomial regression based path loss estimation for weighted centroid localization of endoscopic capsule, International Conference on Control, Electronics, Renewable Energy and Communications (ICCREC), 2017.
7. Moving averaging method of RSSI based distance estimation for wireless capsule localization, International Conference on Medical Engineering, Health Informatics and Technology (MediTec), 2016.

1. Performance of distance based and path loss based weighted centroid localization algorithms for video capsule endoscope, 2017.
2. Speeded-Up Robust Feature extraction and matching for fingerprint recognition, 2015.
3. Wireless sensor network for information based domestic power management, 2014.
4. QoS optimization and performance analysis of NGN, 2010.