Graph Neural Network Aided MU-MIMO Detectors

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Graph Neural Network Aided MU-MIMO Detectors

19 June 2022

Vera Miloslavskaya

Wibowo Hardjawana

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Papers citing "Graph Neural Network Aided MU-MIMO Detectors"

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Title
Graph Neural Networks for Massive MIMO Detection A. Scotti N. N. Moghadam Dong Liu Karl Gafvert Jinliang Huang 35 24 0 11 Jul 2020
RE-MIMO: Recurrent and Permutation Equivariant Neural MIMO Detection Kumar Pratik Bhaskar D. Rao Max Welling 69 54 0 30 Jun 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 511 42,449 0 03 Dec 2019
Adaptive Neural Signal Detection for Massive MIMO Mehrdad Khani Mohammad Alizadeh J. Hoydis Phil Fleming 51 213 0 11 Jun 2019
Multilevel MIMO Detection with Deep Learning V. Corlay J. Boutros P. Ciblat L. Brunel 59 44 0 04 Dec 2018
Model-Driven Deep Learning for Physical Layer Communications Hengtao He Shi Jin Chao-Kai Wen Fei Gao Geoffrey Ye Li Zongben Xu AI4CE 57 374 0 17 Sep 2018
Learning to Detect N. Samuel Tzvi Diskin A. Wiesel 64 436 0 19 May 2018
Inference in Probabilistic Graphical Models by Graph Neural Networks Kijung Yoon Renjie Liao Yuwen Xiong Lisa Zhang Ethan Fetaya R. Urtasun R. Zemel Xaq Pitkow TPM 163 102 0 21 Mar 2018
Group Equivariant Convolutional Networks Taco S. Cohen Max Welling BDL 169 1,936 0 24 Feb 2016
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 344 3,283 0 17 Nov 2015
Message Passing Algorithms for Compressed Sensing D. Donoho A. Maleki Andrea Montanari 106 2,357 0 21 Jul 2009