Optimal Design of Joint Protomatrix for DP-LDPC Codes-Based JSCC System Over on-Body Channel

A high-quality data transmission scheme in wireless body area networks is implemented by a joint source-channel coding (JSCC) system with <inline-formula> <tex-math notation="LaTeX">$M$ </tex-math></inline-formula>-ary differential chaos shift keying modulation over...

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Main Authors: Dan Song, Lin Wang, Qiwang Chen, Guanrong Chen
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9360598/
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spelling doaj-f631367bdb864011897adb7beca9a9c02021-03-30T15:00:29ZengIEEEIEEE Access2169-35362021-01-019330913310110.1109/ACCESS.2021.30611349360598Optimal Design of Joint Protomatrix for DP-LDPC Codes-Based JSCC System Over on-Body ChannelDan Song0https://orcid.org/0000-0002-4096-3333Lin Wang1https://orcid.org/0000-0002-6698-129XQiwang Chen2https://orcid.org/0000-0002-6562-8507Guanrong Chen3https://orcid.org/0000-0003-1381-7418Department of Information and Communication Engineering, Xiamen University, Xiamen, ChinaDepartment of Information and Communication Engineering, Xiamen University, Xiamen, ChinaXiamen Key Laboratory of Mobile Multimedia Communications, Huaqiao University, Xiamen, ChinaDepartment of Electrical Engineering, City University of Hong Kong, Hong KongA high-quality data transmission scheme in wireless body area networks is implemented by a joint source-channel coding (JSCC) system with <inline-formula> <tex-math notation="LaTeX">$M$ </tex-math></inline-formula>-ary differential chaos shift keying modulation over an on-body channel. Current DP-LDPC code pairs, which have shown good bit-error ratio performance over additive white Gaussian noise channel and Rayleigh fading channel, cannot perform well over on-body channel. In this paper, the DP-LDPC codes are redesigned for the JSCC system with new methods depending on the on-body channel characteristics. A protomatrix dimension-restrictive searching algorithm for DP-LDPC codes in the JSCC system is proposed according to the on-body channel bandwith and source statistic, which is effective to predesign the dimension of the code pair for a new JSCC system. In this way, the source-channel code rates are appropriately allocated to leave more source redundancy for improving the error floor. Moreover, the joint protomatrix is reconstructed into two kinds of compact structures by simplifying the edge linking relationships and modifying joint protograph extrinsic information transfer algorithm, which decreases the induction of searching entries to further accelerate the code searching speed. The searched code pairs show better bit-error ratio performances compared with existing DP-LDPC codes. The power consumption in the new joint coding system is lower than the separate coding system in WBAN on the physical layer.https://ieeexplore.ieee.org/document/9360598/Joint source-channel codingDP-LDPC codeson-body channel<italic xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">M</italic>-ary DCSK modulationbit-error ratio
collection DOAJ
language English
format Article
sources DOAJ
author Dan Song
Lin Wang
Qiwang Chen
Guanrong Chen
spellingShingle Dan Song
Lin Wang
Qiwang Chen
Guanrong Chen
Optimal Design of Joint Protomatrix for DP-LDPC Codes-Based JSCC System Over on-Body Channel
IEEE Access
Joint source-channel coding
DP-LDPC codes
on-body channel
<italic xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">M</italic>-ary DCSK modulation
bit-error ratio
author_facet Dan Song
Lin Wang
Qiwang Chen
Guanrong Chen
author_sort Dan Song
title Optimal Design of Joint Protomatrix for DP-LDPC Codes-Based JSCC System Over on-Body Channel
title_short Optimal Design of Joint Protomatrix for DP-LDPC Codes-Based JSCC System Over on-Body Channel
title_full Optimal Design of Joint Protomatrix for DP-LDPC Codes-Based JSCC System Over on-Body Channel
title_fullStr Optimal Design of Joint Protomatrix for DP-LDPC Codes-Based JSCC System Over on-Body Channel
title_full_unstemmed Optimal Design of Joint Protomatrix for DP-LDPC Codes-Based JSCC System Over on-Body Channel
title_sort optimal design of joint protomatrix for dp-ldpc codes-based jscc system over on-body channel
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2021-01-01
description A high-quality data transmission scheme in wireless body area networks is implemented by a joint source-channel coding (JSCC) system with <inline-formula> <tex-math notation="LaTeX">$M$ </tex-math></inline-formula>-ary differential chaos shift keying modulation over an on-body channel. Current DP-LDPC code pairs, which have shown good bit-error ratio performance over additive white Gaussian noise channel and Rayleigh fading channel, cannot perform well over on-body channel. In this paper, the DP-LDPC codes are redesigned for the JSCC system with new methods depending on the on-body channel characteristics. A protomatrix dimension-restrictive searching algorithm for DP-LDPC codes in the JSCC system is proposed according to the on-body channel bandwith and source statistic, which is effective to predesign the dimension of the code pair for a new JSCC system. In this way, the source-channel code rates are appropriately allocated to leave more source redundancy for improving the error floor. Moreover, the joint protomatrix is reconstructed into two kinds of compact structures by simplifying the edge linking relationships and modifying joint protograph extrinsic information transfer algorithm, which decreases the induction of searching entries to further accelerate the code searching speed. The searched code pairs show better bit-error ratio performances compared with existing DP-LDPC codes. The power consumption in the new joint coding system is lower than the separate coding system in WBAN on the physical layer.
topic Joint source-channel coding
DP-LDPC codes
on-body channel
<italic xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">M</italic>-ary DCSK modulation
bit-error ratio
url https://ieeexplore.ieee.org/document/9360598/
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