Staff View: A reviewing approach to analyze the advancements of error detection and correction codes in channel coding with emphasis on lpwan and iot systems

A reviewing approach to analyze the advancements of error detection and correction codes in channel coding with emphasis on lpwan and iot systems

Error control coding improves reliability and efficiency of wireless communication systems. This research delves into the latest advancements in error control coding schemes for wireless communication systems, with a specific focus on their application within the domain of Low Power Wide Area Networ...

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Main Authors:	Ali, Muhammad Moazzam, Hashim, Shaiful Jahari, Chaudhary, Muhammad Akmal, Ferré, Guillaume, Rokhani, Fakhrul Zaman, Ahmad, Zaid
Format:	Article
Published:	Institute of Electrical and Electronics Engineers 2023
Online Access:	http://psasir.upm.edu.my/id/eprint/106666/ https://ieeexplore.ieee.org/document/10313308/
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spelling	my.upm.eprints.1066662024-10-02T02:48:02Z http://psasir.upm.edu.my/id/eprint/106666/ A reviewing approach to analyze the advancements of error detection and correction codes in channel coding with emphasis on lpwan and iot systems Ali, Muhammad Moazzam Hashim, Shaiful Jahari Chaudhary, Muhammad Akmal Ferré, Guillaume Rokhani, Fakhrul Zaman Ahmad, Zaid Error control coding improves reliability and efficiency of wireless communication systems. This research delves into the latest advancements in error control coding schemes for wireless communication systems, with a specific focus on their application within the domain of Low Power Wide Area Networks (LPWANs) such as Narrowband Internet of Things (NB-IoT) systems, LoRa energy-efficient hardware design, random access control systems, and wireless sensor networks. In the context of LPWANs, particularly NB-IoT systems, we investigate the adaptive coding and modulation (ACM) in NB-IoT systems, which adapts coding rates and modulation techniques to changing channel circumstances. Comprehensive analysis of the literature review shows that the proposed approaches are more energy efficient and less error-prone than fixed coding and modulation schemes. Using Cell Design Methodology (CDM), Single Error Correction (SEC) codes are optimized for energy efficiency. Power and energy efficiency have improved in standard CMOS and CDM logic systems. This impacts IoT devices, memory storage, and security systems. Next, Forward Error Correction (FEC) is examined for ALOHA-based random-access control systems wherein packet loss rate and spectral efficiency metrics are mathematically calculated. FEC is beneficial, especially when time and frequency synchronization diverge. Monte Carlo simulations studied in the literature shows that FEC improves satellite communication systems. This review establishes benefits of FEC, notably in satellite communications systems. In addition, Wireless Sensor Networks (WSNs) error control techniques and network reliability and performance are examined along with Convolutional, Turbo, Low density parity check codes(LDPC), and Polar error correction coding (ECC) methods. We learn about their benefits, drawbacks, and implementation challenges by assessing their efficacy, efficiency, and applicability in wireless sensor networks (WSN) applications. This study further highlights advancements of energy-efficient error control coding when, integrated into network designs alongwith the trade-offs between efficacy and intricacy to help improve wireless communication networks. Finally, this study summarizes current error control coding approaches for wireless communication systems. We provide insights into improving reliability, energy conservation, and efficacy by examining ACM, CDM, FEC, and error correction coding (ECC) across varied domains including LPWAN and IoT technologies with earnest hope to facilitate researchers, engineers, and professionals working in the field of error control coding in wireless communication. Institute of Electrical and Electronics Engineers 2023 Article PeerReviewed Ali, Muhammad Moazzam and Hashim, Shaiful Jahari and Chaudhary, Muhammad Akmal and Ferré, Guillaume and Rokhani, Fakhrul Zaman and Ahmad, Zaid (2023) A reviewing approach to analyze the advancements of error detection and correction codes in channel coding with emphasis on lpwan and iot systems. IEEE Access, 11. pp. 127077-127097. ISSN 2169-3536 https://ieeexplore.ieee.org/document/10313308/ 10.1109/access.2023.3331417
institution	Universiti Putra Malaysia
building	UPM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Putra Malaysia
content_source	UPM Institutional Repository
url_provider	http://psasir.upm.edu.my/
description	Error control coding improves reliability and efficiency of wireless communication systems. This research delves into the latest advancements in error control coding schemes for wireless communication systems, with a specific focus on their application within the domain of Low Power Wide Area Networks (LPWANs) such as Narrowband Internet of Things (NB-IoT) systems, LoRa energy-efficient hardware design, random access control systems, and wireless sensor networks. In the context of LPWANs, particularly NB-IoT systems, we investigate the adaptive coding and modulation (ACM) in NB-IoT systems, which adapts coding rates and modulation techniques to changing channel circumstances. Comprehensive analysis of the literature review shows that the proposed approaches are more energy efficient and less error-prone than fixed coding and modulation schemes. Using Cell Design Methodology (CDM), Single Error Correction (SEC) codes are optimized for energy efficiency. Power and energy efficiency have improved in standard CMOS and CDM logic systems. This impacts IoT devices, memory storage, and security systems. Next, Forward Error Correction (FEC) is examined for ALOHA-based random-access control systems wherein packet loss rate and spectral efficiency metrics are mathematically calculated. FEC is beneficial, especially when time and frequency synchronization diverge. Monte Carlo simulations studied in the literature shows that FEC improves satellite communication systems. This review establishes benefits of FEC, notably in satellite communications systems. In addition, Wireless Sensor Networks (WSNs) error control techniques and network reliability and performance are examined along with Convolutional, Turbo, Low density parity check codes(LDPC), and Polar error correction coding (ECC) methods. We learn about their benefits, drawbacks, and implementation challenges by assessing their efficacy, efficiency, and applicability in wireless sensor networks (WSN) applications. This study further highlights advancements of energy-efficient error control coding when, integrated into network designs alongwith the trade-offs between efficacy and intricacy to help improve wireless communication networks. Finally, this study summarizes current error control coding approaches for wireless communication systems. We provide insights into improving reliability, energy conservation, and efficacy by examining ACM, CDM, FEC, and error correction coding (ECC) across varied domains including LPWAN and IoT technologies with earnest hope to facilitate researchers, engineers, and professionals working in the field of error control coding in wireless communication.
format	Article
author	Ali, Muhammad Moazzam Hashim, Shaiful Jahari Chaudhary, Muhammad Akmal Ferré, Guillaume Rokhani, Fakhrul Zaman Ahmad, Zaid
spellingShingle	Ali, Muhammad Moazzam Hashim, Shaiful Jahari Chaudhary, Muhammad Akmal Ferré, Guillaume Rokhani, Fakhrul Zaman Ahmad, Zaid A reviewing approach to analyze the advancements of error detection and correction codes in channel coding with emphasis on lpwan and iot systems
author_facet	Ali, Muhammad Moazzam Hashim, Shaiful Jahari Chaudhary, Muhammad Akmal Ferré, Guillaume Rokhani, Fakhrul Zaman Ahmad, Zaid
author_sort	Ali, Muhammad Moazzam
title	A reviewing approach to analyze the advancements of error detection and correction codes in channel coding with emphasis on lpwan and iot systems
title_short	A reviewing approach to analyze the advancements of error detection and correction codes in channel coding with emphasis on lpwan and iot systems
title_full	A reviewing approach to analyze the advancements of error detection and correction codes in channel coding with emphasis on lpwan and iot systems
title_fullStr	A reviewing approach to analyze the advancements of error detection and correction codes in channel coding with emphasis on lpwan and iot systems
title_full_unstemmed	A reviewing approach to analyze the advancements of error detection and correction codes in channel coding with emphasis on lpwan and iot systems
title_sort	reviewing approach to analyze the advancements of error detection and correction codes in channel coding with emphasis on lpwan and iot systems
publisher	Institute of Electrical and Electronics Engineers
publishDate	2023
url	http://psasir.upm.edu.my/id/eprint/106666/ https://ieeexplore.ieee.org/document/10313308/
_version_	1814054609189076992
score	13.211869

A reviewing approach to analyze the advancements of error detection and correction codes in channel coding with emphasis on lpwan and iot systems

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