SPCOM-L1.5
GRAPH NEURAL NETWORK-BASED REINFORCEMENT LEARNING FOR COOPERATIVE NETWORK LOCALIZATION
Jinze Wu, Politecnico di Torino, China; Zhi Li, Sun Yat-sen University, China; Zhiyun Lin, Southern University of Science and Technology, China; Hui Cheng, Sun Yat-sen University, China; Lorenzo Zino, Alessandro Rizzo, Politecnico di Torino, Italy
Session:
SPCOM-L1: Machine Learning-Driven Wireless Systems I Oral
Track:
Signal Processing for Sensing and Communications [SPCOM] [SC]
Location:
Room 129+130
Presentation Time:
Tue, 5 May, 15:20 - 15:40
Presentation
Discussion
Resources
No resources available.
Session SPCOM-L1
SPCOM-L1.1: Targeted Fine-Tuning of DNN-Based Receivers via Influence Functions
Marko Tuononen, Heikki Penttinen, Nokia Group, Finland; Ville Hautamäki, University of Eastern Finland, Finland
SPCOM-L1.2: M2TRACKFORMER: TRANSFORMER-BASED MMWAVE TRACKING WITH LOST TARGET RE-ACQUISITION CAPABILITY
Tongkai Li, Weifeng Zhu, Shuowen Zhang, Jiannong Cao, The Hong Kong Polytechnic University, Hong Kong; Shuguang Cui, The Chinese University of Hong Kong, Shenzhen, China; Liang Liu, The Hong Kong Polytechnic University, Hong Kong
SPCOM-L1.3: Channel Prediction under Network Distribution Shift Using Continual Learning-based Loss Regularization
Muhammad Ahmed Mohsin, Muhammad Umer, Stanford University, United States of America; Ahsan Bilal, University of Oklahoma, United States of America; Muhammad Ibtsaam Qadir, Purdue University, United States of America; Muhammad Ali Jamshed, University of Glasgow, United Kingdom of Great Britain and Northern Ireland; Dean Hougen, University of Oklahoma, United States of America; John M. Cioffi, Stanford University, United States of America
SPCOM-L1.4: TUP: A Transferable Model for Wireless User Positioning with Few-Shot Learning
Panqi Chen, Lei Cheng, Zhejiang University, China; Li You, Southeast University, China; Peter Gerstoft, Technical University of Denmark, United States of America
SPCOM-L1.5: GRAPH NEURAL NETWORK-BASED REINFORCEMENT LEARNING FOR COOPERATIVE NETWORK LOCALIZATION
Jinze Wu, Politecnico di Torino, China; Zhi Li, Sun Yat-sen University, China; Zhiyun Lin, Southern University of Science and Technology, China; Hui Cheng, Sun Yat-sen University, China; Lorenzo Zino, Alessandro Rizzo, Politecnico di Torino, Italy
SPCOM-L1.6: ACTIVE SENSING BASED BEAM ALIGNMENT FOR BACKSCATTER COMMUNICATION
Xiyu Wang, Xiao Cai, Hei Victor Cheng, Aarhus University, Denmark
Contacts