Deep Learning-Based Communication Over the Air

11 July 2017

Papers citing "Deep Learning-Based Communication Over the Air"

50 / 59 papers shown

Title
Topological Neural Networks over the Air Simone Fiorellino Claudio Battiloro P. Di Lorenzo 86 3 0 17 Feb 2025
5G LDPC Linear Transformer for Channel Decoding Mario Hernandez Fernando Pinero 36 0 0 23 Jan 2025
Deep Deterministic Policy Gradient for End-to-End Communication Systems without Prior Channel Knowledge Bolun Zhang Nguyen Van Huynh 22 4 0 12 May 2023
A Hybrid Approach combining ANN-based and Conventional Demapping in Communication for Efficient FPGA-Implementation Jonas Ney Bilal Hammoud Norbert Wehn 18 2 0 11 Apr 2023
Semantics-Empowered Communication: A Tutorial-cum-Survey Zhilin Lu Rongpeng Li Kun Lu Xianfu Chen E. Hossain Zhifeng Zhao Honggang Zhang 39 19 0 16 Dec 2022
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
Over-the-Air Split Machine Learning in Wireless MIMO Networks YuZhi Yang Zhaoyang Zhang Yuqing Tian Zhaohui Yang Chongwen Huang C. Zhong Kai‐Kit Wong 26 23 0 07 Oct 2022
Economics of Semantic Communication System: An Auction Approach Z. Liew Hongyang Du Wei Yang Bryan Lim Zehui Xiong Dusit Niyato Chunyan Miao Dong In Kim 48 10 0 02 Aug 2022
Overview of Deep Learning-based CSI Feedback in Massive MIMO Systems Jiajia Guo Chao-Kai Wen Shi Jin Geoffrey Ye Li 34 146 0 29 Jun 2022
Short Blocklength Wiretap Channel Codes via Deep Learning: Design and Performance Evaluation Vidhi Rana Rémi A. Chou 31 14 0 07 Jun 2022
Channel model for end-to-end learning of communications systems: A survey Ijaz Ahmad Seokjoo Shin 30 0 0 08 Apr 2022
Combining AI/ML and PHY Layer Rule Based Inference -- Some First Results Brenda Vilas Boas W. Zirwas M. Haardt AI4CE 13 1 0 14 Mar 2022
Hybrid Neural Coded Modulation: Design and Training Methods S. Lim Jiyong Han Wonjong Noh Yujae Song Sang-Woon Jeon 26 5 0 04 Feb 2022
End-to-End Autoencoder Communications with Optimized Interference Suppression Kemal Davaslioglu T. Erpek Y. Sagduyu 39 4 0 29 Dec 2021
Autoencoder-based Communications with Reconfigurable Intelligent Surfaces T. Erpek Y. Sagduyu Ahmed Alkhateeb Aylin Yener 17 7 0 08 Dec 2021
Digital Signal Processing Using Deep Neural Networks Brian Shevitski Y. Watkins Nicole Man Michael Girard AI4CE 31 4 0 21 Sep 2021
Semantic Communication with Adaptive Universal Transformer Qingyang Zhou Rongpeng Li Zhifeng Zhao Chenghui Peng Honggang Zhang 27 88 0 20 Aug 2021
End-to-End Deep Learning of Long-Haul Coherent Optical Fiber Communications via Regular Perturbation Model V. Neskorniuk A. Carnio V. Bajaj D. Marsella S. Turitsyn Jaroslaw E. Prilepsky Vahid Aref 23 20 0 26 Jul 2021
Semantic Communications for Speech Recognition Zhenzi Weng Zhijin Qin Geoffrey Ye Li 25 35 0 22 Jul 2021
HybridDeepRx: Deep Learning Receiver for High-EVM Signals Jaakko Pihlajasalo D. Korpi Mikko Honkala Janne M. J. Huttunen T. Riihonen J. Talvitie Alberto Brihuega M. Uusitalo M. Valkama 36 12 0 30 Jun 2021
Signal Processing Based Deep Learning for Blind Symbol Decoding and Modulation Classification Samer S. Hanna C. Dick D. Cabric 47 38 0 19 Jun 2021
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges Mingzhe Chen Deniz Gündüz Kaibin Huang Walid Saad M. Bennis Aneta Vulgarakis Feljan H. Vincent Poor 38 401 0 05 Apr 2021
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach Jiawei Shao Yuyi Mao Jun Zhang 44 212 0 08 Feb 2021
Machine Learning for MU-MIMO Receive Processing in OFDM Systems Mathieu Goutay Fayçal Ait Aoudia J. Hoydis J. Gorce 13 23 0 15 Dec 2020
Deep Learning-based Resource Allocation For Device-to-Device Communication Woongsup Lee R. Schober 14 38 0 25 Nov 2020
6G Networks: Beyond Shannon Towards Semantic and Goal-Oriented Communications Emilio Calvanese Strinati Sergio Barbarossa 22 386 0 04 Nov 2020
DeepWiPHY: Deep Learning-based Receiver Design and Dataset for IEEE 802.11ax Systems Yuyao Zhang Akash S. Doshi Rob Liston Wai-tian Tan Xiaoqing Zhu J. Andrews R. Heath 10 31 0 19 Oct 2020
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications Jihong Park S. Samarakoon Anis Elgabli Joongheon Kim M. Bennis Seong-Lyun Kim Mérouane Debbah 34 161 0 06 Aug 2020
Deep Multi-Task Learning for Cooperative NOMA: System Design and Principles Yuxin Lu Peng Cheng Zhuo Chen W. Mow Yonghui Li B. Vucetic 24 13 0 27 Jul 2020
Deep unfolding of the weighted MMSE beamforming algorithm Lissy Pellaco M. Bengtsson Joakim Jaldén 24 21 0 15 Jun 2020
Neural Estimators for Conditional Mutual Information Using Nearest Neighbors Sampling Sina Molavipour Germán Bassi Mikael Skoglund 6 8 0 12 Jun 2020
AEVB-Comm: An Intelligent CommunicationSystem based on AEVBs Raghu vamshi Hemadri Akshay Rayaluru R. Pandya DRL 30 2 0 19 May 2020
Experimental Investigation of Deep Learning for Digital Signal Processing in Short Reach Optical Fiber Communications B. Karanov M. Chagnon Vahid Aref F. Ferreira D. Lavery P. Bayvel Laurent Schmalen 25 26 0 18 May 2020
Deep Learning for Wireless Communications T. Erpek Tim O'Shea Y. Sagduyu Yi Shi T. Clancy 34 134 0 12 May 2020
DeepRx: Fully Convolutional Deep Learning Receiver Mikko Honkala D. Korpi Janne M. J. Huttunen 30 133 0 04 May 2020
Deep Learning for Massive MIMO Channel State Acquisition and Feedback Mahdi Boloursaz Mashhadi Deniz Gündüz 16 29 0 17 Feb 2020
A Family of Deep Learning Architectures for Channel Estimation and Hybrid Beamforming in Multi-Carrier mm-Wave Massive MIMO Ahmet M. Elbir Kumar Vijay Mishra Bhavani Shankar Björn E. Ottersten 9 38 0 20 Dec 2019
Deep Learning for Over-the-Air Non-Orthogonal Signal Classification Tongyang Xu I. Darwazeh 29 21 0 14 Nov 2019
Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels Yihan Jiang Hyeji Kim Himanshu Asnani Sreeram Kannan Sewoong Oh Pramod Viswanath 27 134 0 08 Nov 2019
Conditional Mutual Information Neural Estimator Sina Molavipour Germán Bassi Mikael Skoglund 21 14 0 06 Nov 2019
Meta-Learning to Communicate: Fast End-to-End Training for Fading Channels Sangwoo Park Osvaldo Simeone Joonhyuk Kang 22 51 0 22 Oct 2019
Complexity-Scalable Neural Network Based MIMO Detection With Learnable Weight Scaling A. Mohammad C. Masouros Y. Andreopoulos 18 28 0 12 Sep 2019
Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks Le Liang Hao Ye Guanding Yu Geoffrey Ye Li 27 194 0 07 Jul 2019
A Novel Deep Neural Network Based Approach for Sparse Code Multiple Access Jinzhi Lin Shengzhong Feng Zhile Yang Yun Zhang Yong Zhang 34 32 0 04 Jun 2019
Deep Learning for Large-Scale Real-World ACARS and ADS-B Radio Signal Classification Shichuan Chen Shilian Zheng Lifeng Yang Xiaoniu Yang 33 59 0 20 Apr 2019
Design of Communication Systems using Deep Learning: A Variational Inference Perspective Vishnu Raj Sheetal Kalyani 39 22 0 18 Apr 2019
Deep Learning-Based Constellation Optimization for Physical Network Coding in Two-Way Relay Networks Toshiki Matsumine T. Koike-Akino Ye Wang 26 24 0 09 Mar 2019
Deep Learning for Signal Demodulation in Physical Layer Wireless Communications: Prototype Platform, Open Dataset, and Analytics Hongmei Wang Zhenzhen Wu Shuai Ma Songtao Lu Han Zhang Guoru Ding Shiyin Li 24 52 0 08 Mar 2019
Deep Learning for Channel Coding via Neural Mutual Information Estimation Rick Fritschek Rafael F. Schaefer Gerhard Wunder 47 45 0 07 Mar 2019