An Iterative BP-CNN Architecture for Channel Decoding

18 July 2017

Papers citing "An Iterative BP-CNN Architecture for Channel Decoding"

35 / 35 papers shown

Title
Transformer-based Wireless Symbol Detection Over Fading Channels Li Fan Jing Yang Cong Shen 36 0 0 20 Mar 2025
Enhancing O-RAN Security: Evasion Attacks and Robust Defenses for Graph Reinforcement Learning-based Connection Management Ravikumar Balakrishnan Marius Arvinte N. Himayat Hosein Nikopour Hassnaa Moustafa AAML 24 2 0 06 May 2024
Hybrid HMM Decoder For Convolutional Codes By Joint Trellis-Like Structure and Channel Prior Haoyu Li Xuan Wang Tong Liu Dingyi Fang Baoying Liu 20 0 0 26 Oct 2022
Neuro-Symbolic Causal Reasoning Meets Signaling Game for Emergent Semantic Communications Christo Kurisummoottil Thomas Walid Saad 24 31 0 21 Oct 2022
CRISP: Curriculum based Sequential Neural Decoders for Polar Code Family Ashwin Hebbar Viraj Nadkarni Ashok Vardhan Makkuva S. Bhat Sewoong Oh Pramod Viswanath 16 6 0 01 Oct 2022
TinyTurbo: Efficient Turbo Decoders on Edge Ashwin Hebbar Rajesh K. Mishra S. Ankireddy Ashok Vardhan Makkuva Hyeji Kim Pramod Viswanath 17 9 0 30 Sep 2022
Privacy-Preserving Decentralized Inference with Graph Neural Networks in Wireless Networks Mengyuan Lee Guanding Yu H. Dai 26 11 0 15 Aug 2022
Downlink Power Allocation in Massive MIMO via Deep Learning: Adversarial Attacks and Training B. Manoj Meysam Sadeghi Erik G. Larsson AAML 6 11 0 14 Jun 2022
A recipe of training neural network-based LDPC decoders Guangwen Li Xiaofei Yu 11 0 0 01 May 2022
Interference Suppression Using Deep Learning: Current Approaches and Open Challenges T. Oyedare Vijay K. Shah D. Jakubisin Jeffrey H. Reed 11 34 0 16 Dec 2021
A Signal Detection Scheme Based on Deep Learning in OFDM Systems Guangliang Pan Zitong Liu Wen Wang Minglei Li 17 0 0 24 Jul 2021
Decentralized Inference with Graph Neural Networks in Wireless Communication Systems Mengyuan Lee Guanding Yu H. Dai GNN 35 39 0 19 Apr 2021
Robust Adversarial Attacks Against DNN-Based Wireless Communication Systems Alireza Bahramali Milad Nasr Amir Houmansadr Dennis Goeckel Don Towsley AAML 32 53 0 01 Feb 2021
Adversarial Attacks on Deep Learning Based Power Allocation in a Massive MIMO Network B. Manoj Meysam Sadeghi Erik G. Larsson AAML 17 23 0 28 Jan 2021
The Next Decade of Telecommunications Artificial Intelligence Ouyang Ye Lilei Wang Aidong Yang Le Su David Belanger Tongqing Gao Leping Wei Yaqin Zhang 16 17 0 19 Jan 2021
DNN-aided Read-voltage Threshold Optimization for MLC Flash Memory with Finite Block Length Cheng Wang Kang Wei L. Kong Long Shi Z. Mei Jun Li K. Cai 14 5 0 11 Apr 2020
The Threat of Adversarial Attacks on Machine Learning in Network Security -- A Survey Olakunle Ibitoye Rana Abou-Khamis Mohamed el Shehaby Ashraf Matrawy M. O. Shafiq AAML 21 68 0 06 Nov 2019
A Regression Approach to Certain Information Transmission Problems Wenyi Zhang Yizhu Wang Cong Shen Ning Liang 15 5 0 10 Jun 2019
A Novel Deep Neural Network Based Approach for Sparse Code Multiple Access Jinzhi Lin Shengzhong Feng Zhile Yang Yun Zhang Yong Zhang 16 32 0 04 Jun 2019
ViterbiNet: A Deep Learning Based Viterbi Algorithm for Symbol Detection Nir Shlezinger Nariman Farsad Yonina C. Eldar Andrea J. Goldsmith 13 141 0 26 May 2019
MIST: A Novel Training Strategy for Low-latency Scalable Neural Net Decoders Kumar Yashashwi Deepak Anand S. R. Pillai P. Chaporkar K. Ganesh 17 6 0 22 May 2019
Unsupervised Linear and Nonlinear Channel Equalization and Decoding using Variational Autoencoders Avi Caciularu D. Burshtein 12 48 0 21 May 2019
Deep Learning-Based Constellation Optimization for Physical Network Coding in Two-Way Relay Networks Toshiki Matsumine T. Koike-Akino Ye Wang 13 24 0 09 Mar 2019
Towards Hardware Implementation of Neural Network-based Communication Algorithms Fayçal Ait Aoudia J. Hoydis 17 10 0 19 Feb 2019
AI-Aided Online Adaptive OFDM Receiver: Design and Experimental Results Peiwen Jiang Tianqi Wang B. Han Xuanxuan Gao Jing Zhang Chao-Kai Wen Shi Jin Geoffrey Ye Li 17 33 0 17 Dec 2018
Learning from the Syndrome Loren Lugosch W. Gross 14 28 0 23 Oct 2018
Adversarial Attacks on Deep-Learning Based Radio Signal Classification Meysam Sadeghi Erik G. Larsson AAML 14 255 0 23 Aug 2018
Towards Optimal Power Control via Ensembling Deep Neural Networks Fei Liang Cong Shen Wei Yu Feng Wu 11 225 0 26 Jul 2018
Deep Learning Detection Networks in MIMO Decode-Forward Relay Channels Xianglan Jin Hyoung-Nam Kim 11 5 0 12 Jul 2018
Neural Network Detection of Data Sequences in Communication Systems Nariman Farsad Andrea J. Goldsmith 39 281 0 31 Jan 2018
Near Maximum Likelihood Decoding with Deep Learning Eliya Nachmani Yaron Bachar Elad Marciano D. Burshtein Yair Be’ery 9 25 0 08 Jan 2018
Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial Mingzhe Chen Ursula Challita Walid Saad Changchuan Yin Mérouane Debbah 15 207 0 09 Oct 2017
RNN Decoding of Linear Block Codes Eliya Nachmani Elad Marciano D. Burshtein Yair Be’ery AI4CE 72 87 0 24 Feb 2017
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 87 2,169 0 02 Feb 2017
Learning to Decode Linear Codes Using Deep Learning Eliya Nachmani Yair Be’ery D. Burshtein 81 456 0 16 Jul 2016