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

• Artificial Intelligence for Detection of Lung Cancer using Transfer Learning and Morphological Features, Journal of Supercomputing, SpringerNature, 2024
• Wireless Capsule Endoscope Localization using LSTM Network, IEEE Sensors Letters, 2023
• Path Loss Based Wireless Capsule Endoscope Localization Using Machine Learning Regression, IEEE Access, 2023
• Wireless Power System for Video Capsule Endoscopes: Design, Development, Implementation, and Analysis, European Journal of Electrical Engineering and Computer Science, 2023
• Accuracy of UWB Path Loss-Based Localization of Wireless Capsule Endoscopy, Journal of Healthcare Engineering, Hindawi, 2023
• Artificial Intelligence for sEMG-Based Muscular Movement Recognition for Hand Prosthesis, IEEE Access, 2023
• Low Complexity Resource Allocation for Multiuser Uplink Communication Systems, 2022 45th International Conference on Telecommunications and Signal Processing (TSP), 2022
• A Prototype of Multi Functional Rescue Robot Using Wireless Communication, International Conference on Electrical Engineering and Information & Communication Technology, 2021
• Lung Cancer Detection and Classification using CT Scan Image Processing, International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI), 2021
• 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
• Development of Microcontroller based Light Following Emergency Evacuation Chair, 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), 2019
• Non-parametric method of path loss estimation for endoscopic capsule localization, International Journal of Wireless Information Networks, Springer, 2018
• Non-parametric approach using ML estimated path loss bounded WCL for video capsule endoscope localization, IEEE Sensors Journal, 2018
• 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
• Non-parametric approach of video capsule endoscope localization using suboptimal method of position bounded CWCL, IEEE Sensors Journal, 2017
• 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
• Performance of distance based and path loss based weighted centroid localization algorithms for video capsule endoscope, 2017
• Local parametric approach of wireless capsule endoscope localization using randomly scattered path loss based WCL, Wireless Communications and Mobile Computing, Hindawi, 2017
• Degree-based WCL for video endoscopic capsule localization, IEEE Sensors Journal, 2017
• Moving averaging method of RSSI based distance estimation for wireless capsule localization, International Conference on Medical Engineering, Health Informatics and Technology (MediTec), 2016
• Speeded-Up Robust Feature extraction and matching for fingerprint recognition, 2015
• An adaptive linearized method for localizing video endoscopic capsule using weighted centroid algorithm, International Journal of Distributed Sensor Networks, 2015
• Wireless sensor network for information based domestic power management, 2014
• Design and Development of a Litho-code ID based Electronic Entry-control System, International Journal of Electrical \& Computer Engineering (2088-8708), 2012
• Prospects of IP-based Next Generation Network in Bangladesh, AIUB Journal, 2012
• QoS optimization and performance analysis of NGN, 2010
• Design and performance analysis of a core next generation network for PSTN and mobile communications in Bangladesh, 2009