TU-A6.2A: Machine-Learning as Applied to EM - Trends, Advances, and Applications II
Tue, 16 Jul, 08:40 - 12:20
Location: Room 12
Session Type: Oral
Session Co-Chairs: Lida Kouhalvandi, and Nazli Kazemi,
Track: AP-S: Antenna Applications and Emerging Technologies
Tue, 16 Jul, 08:40 - 09:00

TU-A6.2A.1: A CNN-based Material Classification Approach Using Heatmap of a Dual-band Microwave Sensor

Nazli Kazemi, University of Alberta, Canada; Mohammad Abdolrazzaghi, University of Toronto, Canada; Petr Musilek, University of Alberta, Canada; Elham Baladi, Polytechnique Montreal University, Canada
Tue, 16 Jul, 09:00 - 09:20

TU-A6.2A.2: Towards Physics-Informed Graph Neural Network-based Computational Electromagnetics

Stefanos Bakirtzis, University of Cambridge, United Kingdom; Marco Fiore, IMDEA Networks Institute, Spain; Ian Wassell, University of Cambridge, United Kingdom
Tue, 16 Jul, 09:20 - 09:40

TU-A6.2A.3: Predicting the Number of Line Sources Inside a Cylinder Using Classification Neural Networks

Nikolaos Pallikarakis, National Technical University of Athens, Greece; Andreas Kalogeropoulos, Nikolaos Tsitsas, Aristotle University of Thessaloniki, Greece
Tue, 16 Jul, 09:40 - 10:00

TU-A6.2A.4: Driver Distraction Detection using mm-Wave FMCW Radar

Hajar Abedi, University of Waterloo, Canada; Xavier Chia, Singapore University of Technology and Design, Singapore; George Shaker, University of Waterloo, Canada
Tue, 16 Jul, 10:00 - 10:20

TU-A6.2A.5: Radiation Pattern Extrapolation through Generative Adversarial Network

Lida Kouhalvandi, Dogus University, Turkey; Sercan Aygun, university of Louisiana at Lafayette, United States; Ladislau Matekovits, Politecnico di Torino, Italy; M. Hassan Najafi, university of Louisiana at Lafayette, United States
Coffee Break
Tue, 16 Jul, 10:40 - 11:00

TU-A6.2A.6: Multi-Person Hallway Gait Monitoring using mm-Wave FMCW Radar

Hajar Abedi, Ahmad Ansariyan, Eric T. Hedge, Carmelo Mastrandrea, Plinio P. Morita, Jennifer Boger, Alexander Wong, Richard Hughson, George Shaker, University of Waterloo, Canada
Tue, 16 Jul, 11:00 - 11:20

TU-A6.2A.7: Efficient Cross-Layer Handover Authentication for Secure Communication in VANETs

Mahmoud Shawky, Mohammad Al-Quraan, Mohammad Abualhayja’a, Khaled Alblaihed, University of Glasgow, United Kingdom; Ahmed Adel, Ain Shams University, Egypt; Ahmed Abdellatif, Alexandria University, Egypt; Khalid Mostafa, Ain Shams University, Egypt; Jaspreet Kaur, Ahmad Taha, University of Glasgow, United Kingdom; Syed Shah, University of Essex, United Kingdom; Shuja Ansari, Qammer Abbasi, University of Glasgow, United Kingdom
Tue, 16 Jul, 11:20 - 11:40

TU-A6.2A.8: ANN-GA-Enabled Method for Decoupling Optimization in MIMO Antennas

Yitao Liu, Ping Chen, Jin Tian, Jun Xiao, Jimei University, China; Sima Noghanian, CommScope Ruckus Networks, United States; Qiubo Ye, Jimei University, China
Tue, 16 Jul, 11:40 - 12:00

TU-A6.2A.9: A New Method of Fault Detection and Location for Phased Array EMC Based on Deep Learning

Sheng Xia, Shuobo Wang, Dong Xiong, East China Normal University, China; Ying Xing, Southeast University, China; Guohua Zhai, East China Normal University, China
Tue, 16 Jul, 12:00 - 12:20

TU-A6.2A.10: RFiDARFusion: Enhancing Contactless Activity Monitoring with Radar and RFID Fusion

Muhammad Zakir Khan, UNIVERSITY OF GLASGOW, United Kingdom; Muhammad Bilal, National University of Technology (NUTECH), Pakistan; Alexander Maniangat Luke, Kamran Arshad, Khaled Assaleh, Ajman University, United Arab Emirates; Syed Tariq Shah, University of Essex, United Kingdom; Muhammad Ali Imran, Qammer H. Abbasi, UNIVERSITY OF GLASGOW, United Kingdom