mpNet: variable depth unfolded neural network for massive MIMO channel estimation

7 August 2020

Papers citing "mpNet: variable depth unfolded neural network for massive MIMO channel estimation"

15 / 15 papers shown

Title
Physically Parameterized Differentiable MUSIC for DoA Estimation with Uncalibrated Arrays Baptiste Chatelier José Miguel Mateos-Ramos Vincent Corlay Christian Hager M. Crussiére H. Wymeersch Luc Le Magoarou 130 3 0 06 Nov 2024
Model-based learning for multi-antenna multi-frequency location-to-channel mapping Baptiste Chatelier Vincent Corlay M. Crussiére Luc Le Magoarou 103 1 0 17 Jun 2024
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing V. Monga Yuelong Li Yonina C. Eldar 92 1,020 0 22 Dec 2019
Deep Learning-Based Channel Estimation Mehran Soltani V. Pourahmadi A. Mirzaei H. Sheikhzadeh 50 513 0 13 Oct 2018
Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks Reinhard Heckel Paul Hand 72 284 0 02 Oct 2018
Model-Driven Deep Learning for Physical Layer Communications Hengtao He Shi Jin Chao-Kai Wen Fei Gao Geoffrey Ye Li Zongben Xu AI4CE 55 372 0 17 Sep 2018
Deep MIMO Detection N. Samuel Tzvi Diskin A. Wiesel 124 407 0 04 Jun 2017
Learned D-AMP: Principled Neural Network based Compressive Image Recovery Christopher A. Metzler Ali Mousavi Richard G. Baraniuk 61 285 0 21 Apr 2017
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 128 2,194 0 02 Feb 2017
Learning optimal nonlinearities for iterative thresholding algorithms Ulugbek S. Kamilov Hassan Mansour 44 108 0 15 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014
Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures J. Hershey Jonathan Le Roux F. Weninger BDL 98 430 0 09 Sep 2014
From Denoising to Compressed Sensing Christopher A. Metzler A. Maleki Richard G. Baraniuk 69 616 0 16 Jun 2014
Online Learning for Matrix Factorization and Sparse Coding Julien Mairal Francis R. Bach Jean Ponce Guillermo Sapiro 139 2,612 0 01 Aug 2009
Message Passing Algorithms for Compressed Sensing D. Donoho A. Maleki Andrea Montanari 104 2,354 0 21 Jul 2009