Turbo Detection Aided Autoencoder for Multicarrier Wireless Systems: Integrating Deep Learning Into Channel Coded Systems

Author:

Xu Chao1ORCID,Van Luong Thien1ORCID,Xiang Luping2,Sugiura Shinya3ORCID,Maunder Robert G.1ORCID,Yang Lie-Liang1ORCID,Hanzo Lajos1ORCID

Affiliation:

1. School of Electronics and Computer Science, University of Southampton, Southampton, U.K

2. School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China

3. Institute of Industrial Science, University of Tokyo, Tokyo, Japan

Funder

Engineering and Physical Sciences Research Council projects

European Research Council’s Advanced Fellow

International Postdoctoral Exchange Fellowship Program

Japan Science and Technology Agency (JST) Precursory Research for Embryonic Science and Technology

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Artificial Intelligence,Computer Networks and Communications,Hardware and Architecture

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1. Artificial Intelligence for Wireless Physical-Layer Technologies (AI4PHY): A Comprehensive Survey;IEEE Transactions on Cognitive Communications and Networking;2024-06

2. Intelligent Detection System for Power Wireless Signal Based on Machine Vision Algorithm;2023 3rd International Conference on Mobile Networks and Wireless Communications (ICMNWC);2023-12-04

3. Radio Frequency Fingerprints Identification based on GAN Networks;2023 IEEE 24th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC);2023-09-25

4. Deep Learning-Based Soft Iterative-Detection of Channel-Coded Compressed Sensing-Aided Multi-Dimensional Index Modulation;IEEE Transactions on Vehicular Technology;2023-06

5. A Simple Neural-Network-Based Decoder for Short Binary Linear Block Codes;Applied Sciences;2023-03-29

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