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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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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. |
format | Online Article Text |
id | pubmed-5336114 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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