Adaptive Neural Signal Detection for Massive MIMO

Adaptive Neural Signal Detection for Massive MIMO

11 June 2019

Mohammad Alizadeh

Papers citing "Adaptive Neural Signal Detection for Massive MIMO"

15 / 15 papers shown

Title
DUIDD: Deep-Unfolded Interleaved Detection and Decoding for MIMO Wireless Systems Reinhard Wiesmayr C. Dick J. Hoydis Christoph Studer 15 11 0 15 Dec 2022
Bit Error and Block Error Rate Training for ML-Assisted Communication Reinhard Wiesmayr Gian Marti C. Dick Haochuan Song Christoph Studer 38 9 0 25 Oct 2022
Capacity Optimality of OAMP in Coded Large Unitarily Invariant Systems Lei Liu Shansuo Liang L. Ping 21 16 0 23 Jun 2022
Robust MIMO Detection using Hypernetworks with Learned Regularizers Nicolas Zilberstein C. Dick Rahman Doost-Mohammady A. Sabharwal Santiago Segarra 23 4 0 13 Oct 2021
RC-Struct: A Structure-based Neural Network Approach for MIMO-OFDM Detection Jiarui Xu Zhou Zhou Lianjun Li Lizhong Zheng Lingjia Liu 37 24 0 03 Oct 2021
Machine Learning-enhanced Receive Processing for MU-MIMO OFDM Systems Mathieu Goutay Fayçal Ait Aoudia J. Hoydis J. Gorce 18 0 0 30 Jun 2021
Real-time Outdoor Localization Using Radio Maps: A Deep Learning Approach cCaugkan Yapar Ron Levie Gitta Kutyniok Giuseppe Caire 32 35 0 23 Jun 2021
End-to-End Learning for Uplink MU-SIMO Joint Transmitter and Non-Coherent Receiver Design in Fading Channels Songyan Xue Yi Ma N. Yi 19 8 0 04 May 2021
CMDNet: Learning a Probabilistic Relaxation of Discrete Variables for Soft Detection with Low Complexity Edgar Beck C. Bockelmann Armin Dekorsy 22 12 0 25 Feb 2021
Model-Based Deep Learning Nir Shlezinger Jay Whang Yonina C. Eldar A. Dimakis 30 317 0 15 Dec 2020
Machine Learning for MU-MIMO Receive Processing in OFDM Systems Mathieu Goutay Fayçal Ait Aoudia J. Hoydis J. Gorce 23 23 0 15 Dec 2020
Deep unfolding of the weighted MMSE beamforming algorithm Lissy Pellaco M. Bengtsson Joakim Jaldén 27 21 0 15 Jun 2020
Deep HyperNetwork-Based MIMO Detection Mathieu Goutay Fayçal Ait Aoudia J. Hoydis 39 54 0 07 Feb 2020
Learning-Based Low-Rank Approximations Piotr Indyk A. Vakilian Yang Yuan 39 67 0 30 Oct 2019
Model-Driven Deep Learning for MIMO Detection Hengtao He Chao-Kai Wen Shi Jin Geoffrey Ye Li 13 18 0 22 Jul 2019