TU-A4.1A.7

Physics-Informed Convolutional Neural Network for Indoor Localization

Farah Ashqar, Rakan Khoury, Caroline Wood, Yi-Hsuan Yeh, Aristeidis Seretis, Costas D. Sarris, University of Toronto, Canada

Session:
Propagation Modeling and Analysis I

Track:
AP-S General Topics

Location:
Virtual (Chairs/Speakers to go to Peony Ballroom 4502)

Presentation Time:
Tue, 7 Dec, 10:40 - 11:00 Singapore Time (UTC +8)
Tue, 7 Dec, 03:40 - 04:00 France Time (UTC +1)
Tue, 7 Dec, 02:40 - 03:00 UTC
Mon, 6 Dec, 21:40 - 22:00 New York Time (UTC -5)

Session Co-Chairs:
Costas Sarris, University of Toronto and Ding Yu Heh, Nanyang Technological University
Session Manager:
Room R13 Manager
Presentation
Discussion
Resources
Session TU-A4.1A
TU-A4.1A.1: Vector Parabolic Equation Modeling of sub-6 GHz 5G Propagation in Tunnels
Zhenming Huang, Costas Sarris, University of Toronto, Canada; Xingqi Zhang, University College Dublin, Ireland
TU-A4.1A.2: Flat-Earth Finite Difference - Guided Mode Model for Long Wavelength Propagation
Drew Overturf, Vitaliy Lomakin, University of California, San Diego, United States
TU-A4.1A.3: Ionospheric Equatorial Plasma Bubble effects on L1 single frequency code GPS positioning using precise ephemerides
Clodoaldo Júnior, Bruno Vani, Instituto Federal de Educação, Ciência e Tecnologia de São Paulo, Brazil; Alison Moraes, Instituto de Aeronáutica e Espaço, Brazil; Emanoel Costa, Centro de Estudos em Telecomunicações, Pontifícia Universidade Católica do Rio de Janeiro, Brazil; João Monico, Universidade Estadual Paulista Julio de Mesquita Filho, Brazil
TU-A4.1A.4: Indoor Propagation Loss Model for Simultaneous Wireless Information and Power Transfer Based in Multicommodity Flow Problems
Alexandre Oliveira, Glauco Fontgalland, UFCG, Brazil; Humberto D. Andrade, UFERSA, Brazil
TU-A4.1A.5: Wideband Indoor Channel characterization of Massive MIMO System at 3.5 GHz
Saif Eddine Hadji, Mourad Nedil, Mohamed Lamine Seddiki, University of Quebec at Abitibi-Temiscamingue (UQAT), Canada; Ismail Ben Mabrouk, Durham university, United Kingdom
TU-A4.1A.6: A Generative Adversarial Network Approach for Indoor Propagation Modeling with Ray-Tracing
Aristeidis Seretis, Costas D. Sarris, University of Toronto, Canada; Takahiro Hashimoto, Mitsubishi Electric Co., Japan
TU-A4.1A.7: Physics-Informed Convolutional Neural Network for Indoor Localization
Farah Ashqar, Rakan Khoury, Caroline Wood, Yi-Hsuan Yeh, Aristeidis Seretis, Costas D. Sarris, University of Toronto, Canada
TU-A4.1A.8: A Simple Gaussian Model for Ionospheric Scintillation in Singapore
Ding Yu Heh, Eng Leong Tan, Eng Kee Poh, Nanyang Technological University, Singapore
TU-A4.1A.9: Finite-State Markov Modeling for the Non-stationary Wideband Vehicular Channels
Hailun Wang, Siyu Lin, Beijing Jiaotong University, China
TU-A4.1A.10: Finite State Markov Frequency Domain Channel Model for Vehicular Communications
Jiaying Song, Chinese Institute of Electronics, China; Huimin Zhang, Siyu Lin, Beijing Jiaotong University, China

Platinum Sponsor

Huawei

Gold Sponsors

Nano Dimension / AME Academy
TMYTEK

Bronze Sponsors

Microwave Vision Group
Spring Technologies
Dassault Systemes