MP8a.5

Deep Learning-Based Channel Tracking for Massive MIMO

XICHUN CHENG, Risto Wichman, Aalto University, Finland
Session:
MP8a: MIMO Applications and Signal Processing Poster
Track:
MIMO Communications and Signal Processing
Location:
Merrill Hall
Presentation Time:
Mon, 27 Oct, 13:30 - 15:10 PT (UTC -7)
Presentation
Discussion
Resources
No resources available.
Session MP8a
MP8a.1: Low Probability of Detection Communication Using Noncoherent Grassmannian Signaling
Diego Cuevas, Mikel Gutiérrez, Jesús Ibáñez, Ignacio Santamaria, Universidad de Cantabria, Spain
MP8a.2: Spectrum Efficiency and Processing Latency Trade-offs in Panel-Based LIS
Lina Tinnerberg, Dumitra Iancu, Ove Edfors, Liang Liu, Juan Vidal Alegría, Lunds University, Sweden
MP8a.3: Hybrid Fingerprint-based Positioning in Cell-Free Massive MIMO Systems
Manish Kumar Krishne Gowda, Purdue University, United States; Tzu-Hsuan Chou, Qualcomm, United States; Byunghyun Lee, Purdue University, United States; Nicolo Michelusi, Arizona State University, United States; David J. Love, James V. Krogmeier, Purdue University, United States
MP8a.4: Deep Reinforcement Learning for Hybrid RIS Assisted MIMO Communications
Phuong Tran, Nhan Nguyen, Markku Juntti, University of Oulu, Finland
MP8a.5: Deep Learning-Based Channel Tracking for Massive MIMO
XICHUN CHENG, Risto Wichman, Aalto University, Finland
MP8a.6: Interference and Multipath Resilient Time Synchronization
António Barros, Christoph Studer, ETH Zurich, Switzerland
MP8a.7: Pattern Reconfigurable Intelligent Surfaces to Enable “Circuits-in-the-air” for Wireless Radios
Siyu Liao, Divyanshu Pandey, Taiyun Chi, RICE UNIVERSITY, United States; Ananthram Swami, U.S. Army Research Laboratory, United States; Ashutosh Sabharwal, RICE university, United States
MP8a.8: Low-Complexity Detection of Signals under Unknown Bandwidth Constraints
Ali Rasteh, Sundeep Rangan, New York University, United States
MP8a.9: Learning-based Beamforming and Phase Shift Design for RIS-aided mmWave Networks Under Sparse Channel Estimation
Xiang Huang, Joohyun Cho, Rong-Rong Chen, The University of Utah, United States
MP8a.10: Progressive DNN-Based Joint Beamforming and Phase Shift Design for ISAC
Joohyun Cho, Xiang Huang, Rong-Rong Chen, University of Utah, United States
MP8a.11: AOA Estimation for Passive Nodes Based on Retroreflective Measurement
Boqiang Fan, Sharad Sambhwani, Apple Inc, United States
MP8a.12: Joint Impact of ADC and Fronthaul Quantization in Cell-Free Massive MIMO-OFDM Uplink
Özlem Tuğfe Demir, TOBB University of Economics and Technology, Turkey; Emil Björnson, KTH Royal Institute of Technology, Sweden
MP8a.13: GRAND with Prog-ROCC for High-Bandwidth Channels
Joseph Griffin, Massachusetts Institute of Technology, United States; Ken Duffy, Northeastern University, United States; Muriel Medard, Massachusetts Institute of Technology, United States
Contacts