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
Session:
Machine-Learning as Applied to EM - Trends, Advances, and Applications II Oral
Track:
AP-S: Antenna Applications and Emerging Technologies
Location:
Spadolini: 1-07
Session Time:
Tue, 16 Jul, 08:40 - 12:20
Presentation Time:
Tue, 16 Jul, 11:40 - 12:00
Session Co-Chairs:
Lida Kouhalvandi, Dogus University and Nazli Kazemi, University of Alberta
Presentation
Discussion
Session TU-A6.2A
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
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
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
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
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
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
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
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
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
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
Resources
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