MP5b: Machine Learning for Integrated Sensing and Communications
Mon, 28 Oct, 15:30 - 17:10 PT (UTC -8)
Location: Toyon
Session Type: Lecture
Session Chair: Visa Koivunen, Aalto University
Track: Array Processing and Multisensor Systems
Mon, 28 Oct, 15:30 - 15:55 PT (UTC -8)

MP5b.1: A Memory-Based Reinforcement Learning Approach to Integrated Sensing and Communication
Homa Nikbakht, Princeton University, United States; Michèle Wigger, Télécom Paris, France; Shlomo Shamai (Shitz), Technion, Israel; H. Vincent Poor, Princeton University, United States
Mon, 28 Oct, 15:55 - 16:20 PT (UTC -8)

MP5b.2: GFlowNet-Based Antenna Selection for ISAC Systems under the Presence of Eavesdroppers
Spilios Evmorfos, Athina Petropulu, Rutgers University, United States
Mon, 28 Oct, 16:20 - 16:45 PT (UTC -8)

MP5b.3: Beamspace and Frequency Domain ISAC Resource Allocation using Reinforcement Learning
Majdoddin Esfandiari, Petteri Pulkkinen, Visa Koivunen, Aalto university, Finland
Mon, 28 Oct, 16:45 - 17:10 PT (UTC -8)

MP5b.4: Sparse Neural Precoders for Distributed ISAC
Soumyadeep Chatterjee, R.S. Prasobh Sankar, Sundeep Prabhakar Chepuri, Indian Institute of Science Bengaluru, India