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Differential Characteristics Based Iterative Multiuser Detection for Wireless Sensor Networks

High throughput, low latency and reliable communication has always been a hot topic for wireless sensor networks (WSNs) in various applications. Multiuser detection is widely used to suppress the bad effect of multiple access interference in WSNs. In this paper, a novel multiuser detection method ba...

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Detalles Bibliográficos
Autores principales: Chen, Xiaoguang, Jiang, Xu, Wu, Zhilu, Zhuang, Shufeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5336114/
https://www.ncbi.nlm.nih.gov/pubmed/28212328
http://dx.doi.org/10.3390/s17020388
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author Chen, Xiaoguang
Jiang, Xu
Wu, Zhilu
Zhuang, Shufeng
author_facet Chen, Xiaoguang
Jiang, Xu
Wu, Zhilu
Zhuang, Shufeng
author_sort Chen, Xiaoguang
collection PubMed
description High throughput, low latency and reliable communication has always been a hot topic for wireless sensor networks (WSNs) in various applications. Multiuser detection is widely used to suppress the bad effect of multiple access interference in WSNs. In this paper, a novel multiuser detection method based on differential characteristics is proposed to suppress multiple access interference. The proposed iterative receive method consists of three stages. Firstly, a differential characteristics function is presented based on the optimal multiuser detection decision function; then on the basis of differential characteristics, a preliminary threshold detection is utilized to find the potential wrongly received bits; after that an error bit corrector is employed to correct the wrong bits. In order to further lower the bit error ratio (BER), the differential characteristics calculation, threshold detection and error bit correction process described above are iteratively executed. Simulation results show that after only a few iterations the proposed multiuser detection method can achieve satisfactory BER performance. Besides, BER and near far resistance performance are much better than traditional suboptimal multiuser detection methods. Furthermore, the proposed iterative multiuser detection method also has a large system capacity.
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spelling pubmed-53361142017-03-16 Differential Characteristics Based Iterative Multiuser Detection for Wireless Sensor Networks Chen, Xiaoguang Jiang, Xu Wu, Zhilu Zhuang, Shufeng Sensors (Basel) Article High throughput, low latency and reliable communication has always been a hot topic for wireless sensor networks (WSNs) in various applications. Multiuser detection is widely used to suppress the bad effect of multiple access interference in WSNs. In this paper, a novel multiuser detection method based on differential characteristics is proposed to suppress multiple access interference. The proposed iterative receive method consists of three stages. Firstly, a differential characteristics function is presented based on the optimal multiuser detection decision function; then on the basis of differential characteristics, a preliminary threshold detection is utilized to find the potential wrongly received bits; after that an error bit corrector is employed to correct the wrong bits. In order to further lower the bit error ratio (BER), the differential characteristics calculation, threshold detection and error bit correction process described above are iteratively executed. Simulation results show that after only a few iterations the proposed multiuser detection method can achieve satisfactory BER performance. Besides, BER and near far resistance performance are much better than traditional suboptimal multiuser detection methods. Furthermore, the proposed iterative multiuser detection method also has a large system capacity. MDPI 2017-02-16 /pmc/articles/PMC5336114/ /pubmed/28212328 http://dx.doi.org/10.3390/s17020388 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chen, Xiaoguang
Jiang, Xu
Wu, Zhilu
Zhuang, Shufeng
Differential Characteristics Based Iterative Multiuser Detection for Wireless Sensor Networks
title Differential Characteristics Based Iterative Multiuser Detection for Wireless Sensor Networks
title_full Differential Characteristics Based Iterative Multiuser Detection for Wireless Sensor Networks
title_fullStr Differential Characteristics Based Iterative Multiuser Detection for Wireless Sensor Networks
title_full_unstemmed Differential Characteristics Based Iterative Multiuser Detection for Wireless Sensor Networks
title_short Differential Characteristics Based Iterative Multiuser Detection for Wireless Sensor Networks
title_sort differential characteristics based iterative multiuser detection for wireless sensor networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5336114/
https://www.ncbi.nlm.nih.gov/pubmed/28212328
http://dx.doi.org/10.3390/s17020388
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