Trainable Projected Gradient Detector for Massive Overloaded MIMO Channels: Data-driven Tuning Approach

25 December 2018

Papers citing "Trainable Projected Gradient Detector for Massive Overloaded MIMO Channels: Data-driven Tuning Approach"

10 / 10 papers shown

Title
Accelerating Convergence of Stein Variational Gradient Descent via Deep Unfolding Yuya Kawamura Satoshi Takabe BDL 34 0 0 23 Feb 2024
Unsupervised Deep Unfolded PGD for Transmit Power Allocation in Wireless Systems Ramoni O. Adeogun 16 1 0 20 Jun 2023
Hubbard-Stratonovich Detector for Simple Trainable MIMO Signal Detection Satoshi Takabe Takashi Abe 22 1 0 09 Feb 2023
Model-Based Deep Learning Nir Shlezinger Jay Whang Yonina C. Eldar A. Dimakis 33 318 0 15 Dec 2020
Convergence Acceleration via Chebyshev Step: Plausible Interpretation of Deep-Unfolded Gradient Descent Satoshi Takabe T. Wadayama 23 10 0 26 Oct 2020
Deep unfolding of the weighted MMSE beamforming algorithm Lissy Pellaco M. Bengtsson Joakim Jaldén 27 21 0 15 Jun 2020
Complexity-Scalable Neural Network Based MIMO Detection With Learnable Weight Scaling A. Mohammad C. Masouros Y. Andreopoulos 24 28 0 12 Sep 2019
Deep Learning for CSI Feedback Based on Superimposed Coding Chaojin Qing Bin Cai Qingyao Yang Jiafan Wang Chuan Huang 19 43 0 27 Jul 2019
Model-Driven Deep Learning for MIMO Detection Hengtao He Chao-Kai Wen Shi Jin Geoffrey Ye Li 18 18 0 22 Jul 2019
Learning to Decode Linear Codes Using Deep Learning Eliya Nachmani Yair Be’ery D. Burshtein 95 456 0 16 Jul 2016