TP8b.8

Machine Learning-based Optimization of Implicit Channel Quality-Driven Resource Allocation for OFDMA Wi-Fi Networks

Sushma Tilaka Perumal, Technische Universität Dresden and Indian Institute of Technology Ropar, Germany; Qiaohan Zhang, Philipp Schulz, Technische Universität Dresden, Germany; Sam Darshi, Indian Institute of Technology Ropar, India; Gerhard Fettweis, Technische Universität Dresden, Germany
Session:
TP8b: Intelligent, Secure, and Reconfigurable Wireless Systems Poster
Track:
Communication Systems
Location:
Merrill Hall
Presentation Time:
Tue, 27 Oct, 15:30 - 17:35 PT (UTC -7)
Presentation
Discussion
Resources
No resources available.
Session TP8b
TP8b.1: Predict, Reconcile, Direct: Three Skills for Digital-Twin Enabled Agentic 6G Base Stations
Vlad Andrei, Aladin Djuhera, Xinyang Li, Amin Seffo, Ullrich Mönich, Holger Boche, Technical University of Munich, Germany
TP8b.2: Energy‑Aware Base Station Sleep Control in 6G Digital Twins via Deep Reinforcement Learning
Umma Fariha Zhinuk, Aleksandr Ometov, Joonas Säe, Tampere University, Finland; Jussi Turkka, Jarno Niemelä, Elisa Corporation, Finland; Mikko Valkama, Tampere University, Finland
TP8b.3: Exploiting Digital Twins for Rain-Aware Resource Allocation in Multi-Band Non-Terrestrial Networks
Thomas Gundgaard Mulvad, Nicolai Dalsgaard Lyholm, Aalborg University, Denmark; Beatriz Soret, University of Málaga, Spain; Yan Kyaw Tun, Cedomir Stefanovic, Israel Leyva Mayorga, Aalborg University, Denmark
TP8b.4: Kriged Kalman Filtering for Channel Estimation of Fluid Antennas with Switching Delays
Daniel Dinis, Risto Wichman, Aalto University, Finland
TP8b.5: Uplink Channel Estimation for Multi-User MISO Systems Assisted by a Fluid Reconfigurable Intelligent Surface
Amarilton Lopes Magalhães, André L. F. de Almeida, Federal University of Ceara, Brazil; George C. Alexandropoulos, National and Kapodistrian University of Athens, Greece
TP8b.6: Detection-Aware Secure Wireless Transmission with Joint Covert Masking and Artificial Noise
Saman Atapattu, RMIT University, Australia
TP8b.7: Stealthy Jamming Under Ambient Uncertainty: A Unified Scaling Law from Square-Root Covertness to SNR Walls
C. Nicolas Barati, Old Dominion University, United States; Kimberly Gold, NAVSEA Crane Division, United States; Eric Burger, Virginia Tech, United States; Sachin Shetty, Old Dominion University, United States
TP8b.8: Machine Learning-based Optimization of Implicit Channel Quality-Driven Resource Allocation for OFDMA Wi-Fi Networks
Sushma Tilaka Perumal, Technische Universität Dresden and Indian Institute of Technology Ropar, Germany; Qiaohan Zhang, Philipp Schulz, Technische Universität Dresden, Germany; Sam Darshi, Indian Institute of Technology Ropar, India; Gerhard Fettweis, Technische Universität Dresden, Germany
TP8b.9: Timely Ground-Station Status Delivery via UAV-Assisted Data Collection and Hierarchical RL
Xiangjian Gao, Mohammad Moltafet, Hamid Sadjadpour, University of California, Santa Cruz, United States
TP8b.10: Task-Agnostic Compression for Communication-Efficient Edge Inference
Eren Balevi, Qualcomm Inc., United States
TP8b.11: Preemption Revisited: Multi-Threshold Preemption Policies for AoI Minimization
Sahan Liyanaarachchi, Sennur Ulukus, University of Maryland, United States; Nail Akar, Bilkent University, Turkey
TP8b.12: Discrete-Time Modeling and Analysis of N-Path Receivers: Interference and Nonlinear Distortion
Jayadev Joy, Reza Nikandish, Hamed Rahmani, Sundeep Rangan, New York University, United States
TP8b.13: Optimality of Bang-Bang Switching for Breaking the Chu Limit via Time-Modulated Matching
Mohamed Akrout, Rodrigo Castellanos, University of Tennessee, United States
Contacts