Multilevel High-Rate Coding With Twofold Concatenation for IoTs in Wireless Mesh Networks

Recent studies have shown that wireless mesh networks (WMNs) can be cheap, reliable, and efficient solutions for Internet of Things (IoTs) applications and connected devices. However, the increase in the size of the WMNs could lead to a degradation in performance. This makes the network vulnerable t...

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Main Authors: Shang-Chih Ma, Mohammad Alkhaleefah, Yang-Lang Chang, Lena Chang, Bormin Huang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9110606/
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spelling doaj-bf221fd5960d42cd84d23f14ab855fc22021-03-30T02:21:50ZengIEEEIEEE Access2169-35362020-01-01810691010692310.1109/ACCESS.2020.30006049110606Multilevel High-Rate Coding With Twofold Concatenation for IoTs in Wireless Mesh NetworksShang-Chih Ma0https://orcid.org/0000-0002-2049-1383Mohammad Alkhaleefah1https://orcid.org/0000-0001-8933-7483Yang-Lang Chang2https://orcid.org/0000-0002-5834-1057Lena Chang3https://orcid.org/0000-0003-2916-1775Bormin Huang4https://orcid.org/0000-0001-8275-9536Department of Electrical Engineering, National Taipei University of Technology, Taipei, TaiwanDepartment of Electrical Engineering, National Taipei University of Technology, Taipei, TaiwanDepartment of Electrical Engineering, National Taipei University of Technology, Taipei, TaiwanDepartment of Communications and Guidance Engineering, National Taiwan Ocean University, Keelung, TaiwanSchool of Information Science and Technology, Southwest Jiaotong University, Chengdu, ChinaRecent studies have shown that wireless mesh networks (WMNs) can be cheap, reliable, and efficient solutions for Internet of Things (IoTs) applications and connected devices. However, the increase in the size of the WMNs could lead to a degradation in performance. This makes the network vulnerable to high error rates over noisy and fading channels. This has increased the demand for more efficient channel coding schemes that can provide reliability, high data rate, high coding gain, energy efficiency, and minimum decoding complexity especially for low-cost and special purpose WMNs. In this research, an original multilevel coding with twofold concatenation scheme is designed based on high-rate space-time block codes (HRSTBCs) to cope with this increasing demand, particularly in MIMO-based WMNs. First, a multilevel coding scheme is implemented by correlating HRSTBCs with the uniquely constructed set-partitioning of the transmission matrix, based on the coding gain distance (CGD) criterion. This generates a new scheme, namely multilevel high-rate space-time block code (MHRSTBC), to provide a high transmission rate. Second, a twofold concatenation coding scheme is introduced by concatenating Reed-Solomon (RS) code, has been used for its energy efficiency and optimality in the mobile environment, with the inner code of the associated MHRSTBC. This has formed a new scheme that reaches the maximum coding gains, called the Reed-Solomon multilevel high-rate space-time block code (RS-MHRSTBC). The efficiency of the RS-MHRSTBC is verified by a computer simulation over a Rayleigh flat-fading and additive white Gaussian noise (AWGN) channel. The RS-MHRSTBC is compared with the classical schemes of Alamouti STBC and Multilevel STBC over uncoded QPSK, and the RS-MHRSTBC shows significant high coding gains reached of 47.79 dB, while Alamouti STBC and Multilevel STBC reached 38.12 dB and 44.30 dB at a BER of 10<sup>-6</sup> respectively. RS-MHRSTBC also shows a reasonable decoding complexity while maintaining full transmission diversity at spectral efficiency of 2 bits/s/Hz.https://ieeexplore.ieee.org/document/9110606/Channel codingInternet of ThingsReed-Solomon codesspace-time block codeswireless network
collection DOAJ
language English
format Article
sources DOAJ
author Shang-Chih Ma
Mohammad Alkhaleefah
Yang-Lang Chang
Lena Chang
Bormin Huang
spellingShingle Shang-Chih Ma
Mohammad Alkhaleefah
Yang-Lang Chang
Lena Chang
Bormin Huang
Multilevel High-Rate Coding With Twofold Concatenation for IoTs in Wireless Mesh Networks
IEEE Access
Channel coding
Internet of Things
Reed-Solomon codes
space-time block codes
wireless network
author_facet Shang-Chih Ma
Mohammad Alkhaleefah
Yang-Lang Chang
Lena Chang
Bormin Huang
author_sort Shang-Chih Ma
title Multilevel High-Rate Coding With Twofold Concatenation for IoTs in Wireless Mesh Networks
title_short Multilevel High-Rate Coding With Twofold Concatenation for IoTs in Wireless Mesh Networks
title_full Multilevel High-Rate Coding With Twofold Concatenation for IoTs in Wireless Mesh Networks
title_fullStr Multilevel High-Rate Coding With Twofold Concatenation for IoTs in Wireless Mesh Networks
title_full_unstemmed Multilevel High-Rate Coding With Twofold Concatenation for IoTs in Wireless Mesh Networks
title_sort multilevel high-rate coding with twofold concatenation for iots in wireless mesh networks
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description Recent studies have shown that wireless mesh networks (WMNs) can be cheap, reliable, and efficient solutions for Internet of Things (IoTs) applications and connected devices. However, the increase in the size of the WMNs could lead to a degradation in performance. This makes the network vulnerable to high error rates over noisy and fading channels. This has increased the demand for more efficient channel coding schemes that can provide reliability, high data rate, high coding gain, energy efficiency, and minimum decoding complexity especially for low-cost and special purpose WMNs. In this research, an original multilevel coding with twofold concatenation scheme is designed based on high-rate space-time block codes (HRSTBCs) to cope with this increasing demand, particularly in MIMO-based WMNs. First, a multilevel coding scheme is implemented by correlating HRSTBCs with the uniquely constructed set-partitioning of the transmission matrix, based on the coding gain distance (CGD) criterion. This generates a new scheme, namely multilevel high-rate space-time block code (MHRSTBC), to provide a high transmission rate. Second, a twofold concatenation coding scheme is introduced by concatenating Reed-Solomon (RS) code, has been used for its energy efficiency and optimality in the mobile environment, with the inner code of the associated MHRSTBC. This has formed a new scheme that reaches the maximum coding gains, called the Reed-Solomon multilevel high-rate space-time block code (RS-MHRSTBC). The efficiency of the RS-MHRSTBC is verified by a computer simulation over a Rayleigh flat-fading and additive white Gaussian noise (AWGN) channel. The RS-MHRSTBC is compared with the classical schemes of Alamouti STBC and Multilevel STBC over uncoded QPSK, and the RS-MHRSTBC shows significant high coding gains reached of 47.79 dB, while Alamouti STBC and Multilevel STBC reached 38.12 dB and 44.30 dB at a BER of 10<sup>-6</sup> respectively. RS-MHRSTBC also shows a reasonable decoding complexity while maintaining full transmission diversity at spectral efficiency of 2 bits/s/Hz.
topic Channel coding
Internet of Things
Reed-Solomon codes
space-time block codes
wireless network
url https://ieeexplore.ieee.org/document/9110606/
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