SPCOM-P2: Machine Learning for Communications
Tue, 16 Apr, 16:30 - 18:30 (UTC +9)
Location: Poster Zone 1A
Session Type: Poster
Session Chair: Timothy Davidson, McMaster University
Track: Signal Processing for Communications and Networking
Click the to view the manuscript on IEEE Xplore Open Preview
 

SPCOM-P2.1: DATA-AIDED CHANNEL ESTIMATION UTILIZING GAUSSIAN MIXTURE MODELS
Franz Weißer, Nurettin Turan, Dominik Semmler, Wolfgang Utschick, Technical University of Munich, Germany
 

SPCOM-P2.2: CORRELATION-BASED MACHINE LEARNING TECHNIQUES FOR CHANNEL ESTIMATION WITH FLUID ANTENNAS
Shuyan Ji, University of Edinburgh, United Kingdom of Great Britain and Northern Ireland; Constantinos Psomas, University of Cyprus, Cyprus; John Thompson, University of Edinburgh, United Kingdom of Great Britain and Northern Ireland
 

SPCOM-P2.3: Learnable Statistical Moments Pooling for Automatic Modulation Classification
Clayton Harper, Mitchell Thornton, Eric Larson, Southern Methodist University, United States of America
 

SPCOM-P2.4: CRC-AIDED LEARNED ENSEMBLES OF BELIEF-PROPAGATION POLAR DECODERS
Tomer Raviv, Alon Goldman, Ofek Vayner, BGU, Israel; Yair Be’ery, TAU, Israel; Nir Shlezinger, BGU, Israel
 

SPCOM-P2.5: PJSCC: A PUNCTURING-BASED JOINT SOURCE CHANNEL CODING SCHEME WITH HIERARCHICAL DOWN-SAMPLING LAYER
Yihao Chen, Tongji University, China; Bin Tan, Jinggangshan University, China; Jun Wu, Die Hu, Fudan University, China
 

SPCOM-P2.6: PRIVACY-AWARE JOINT SOURCE-CHANNEL CODING FOR IMAGE TRANSMISSION BASED ON DISENTANGLED INFORMATION BOTTLENECK
Lunan Sun, Caili Guo, Beijing University of Posts and Telecommunications, China; Mingzhe Chen, University of Miami, United States of America; Yang Yang, Beijing University of Posts and Telecommunications, China
 

SPCOM-P2.7: Deep Optimization of relay networks - Using Relays as Neurons
Itsik Bergel, Bar Ilan University, Israel
 

SPCOM-P2.8: Deep Reinforcement Learning for Energy Minimization in Multi-RIS-Aided Cell-Free MEC Networks
Mengying Sun, Beijing University of Posts and Telecommunications, China; Wanli Ni, Tsinghua University, China; Xiaodong Xu, Xiaofeng Tao, Beijing University of Posts and Telecommunications, China

SPCOM-P2.9: A Neural-enhanced Factor Graph-based Algorithm for Robust Positioning in Obstructed LOS Situations
Alexander Venus, Erik Leitinger, Stefan Tertinek, Klaus Witrisal, Graz University of Technology - SPSC Inffeldgasse 12 , Graz 8010 Austria
 

SPCOM-P2.10: TOWARDS FASTER END-TO-END DATA TRANSMISSION OVER VOICE CHANNELS
Weijun Zhang, Hao Han, Mingwei Li, Yulong Tian, Nanjing University of Aeronautics and Astronautics, China
 

SPCOM-P2.11: FAST AND ACCURATE ROOT CAUSE ANALYSIS BASED ON SIGNALLING MESSAGES FOR 5G NETWORKS
Zhaorui Guo, Jiyan Sun, Jiadong Fu, Lu Yuan, Shangyuan Zhuang, Liru Geng, Yinlong Liu, Wei Ma, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China, China