2021 IEEE International Conference on Acoustics, Speech and Signal Processing

6-11 June 2021 • Toronto, Ontario, Canada

Extracting Knowledge from Information

2021 IEEE International Conference on Acoustics, Speech and Signal Processing

6-11 June 2021 • Toronto, Ontario, Canada

Extracting Knowledge from Information

Technical Program

SPCOM-8: Deep learning for communications

Session Type: Poster
Time: Friday, 11 June, 14:00 - 14:45
Location: Gather.Town
Session Chair: Mingyi Hong, University of Minnesota
 
SPCOM-8.1: DEEP WEIGHTED MMSE DOWNLINK BEAMFORMING
         Lissy Pellaco; KTH Royal Institute of Technology
         Mats Bengtsson; KTH Royal Institute of Technology
         Joakim Jaldén; KTH Royal Institute of Technology
 
SPCOM-8.2: DEEP GENERATIVE MODEL LEARNING FOR BLIND SPECTRUM CARTOGRAPHY WITH NMF-BASED RADIO MAP DISAGGREGATION
         Sagar Shrestha; Oregon State University
         Xiao Fu; Oregon State University
         Mingyi Hong; University of Minnesota
 
SPCOM-8.3: MITIGATING CLIPPING DISTORTION IN OFDM USING DEEP RESIDUAL LEARNING
         Muhammad Shahmeer Omar; Georgia Institute of Technology
         Xiaoli Ma; Georgia Institute of Technology
 
SPCOM-8.4: A LOW-COMPLEXITY ADMM-BASED MASSIVE MIMO DETECTORS VIA DEEP NEURAL NETWORKS
         Isayiyas Nigatu Tiba; Xidian University
         Quan Zhang; Xidian University
         Jing Jiang; Xidian University
         Yongchao Wang; Xidian University
 
SPCOM-8.5: REAL-TIME RADIO MODULATION CLASSIFICATION WITH AN LSTM AUTO-ENCODER
         Ziqi Ke; University of Texas at Austin
         Haris Vikalo; University of Texas at Austin