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Compensation Method for Sensor Network Clock Error Based on Cyclic Symmetry Algorithm

Since the existing methods cannot evaluate the time delay of different layers of sensor networks, there are some problems such as the low precision of clock error compensation, high time delay, and low efficiency of communication in sensor networks. To solve this problem, a method of clock error com...

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Detalles Bibliográficos
Autores principales: Feng, Hailiang, Yang, Zhanxin, Shi, Yuhai, Nabipour, Narjes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7146639/
https://www.ncbi.nlm.nih.gov/pubmed/32245026
http://dx.doi.org/10.3390/s20061738
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author Feng, Hailiang
Yang, Zhanxin
Shi, Yuhai
Nabipour, Narjes
author_facet Feng, Hailiang
Yang, Zhanxin
Shi, Yuhai
Nabipour, Narjes
author_sort Feng, Hailiang
collection PubMed
description Since the existing methods cannot evaluate the time delay of different layers of sensor networks, there are some problems such as the low precision of clock error compensation, high time delay, and low efficiency of communication in sensor networks. To solve this problem, a method of clock error compensation in sensor networks based on a cyclic symmetry algorithm is proposed. Based on the basic theory of cyclic symmetry, the cyclic symmetry matrix of the sensor network is constructed; in the communication process, all nodes are extended to get the cumulative delay rate of the sensor network in the specified time domain. Using the cumulative delay rate of the cyclic network and the sensor network, the autoregressive integral sliding mode control model is established to compensate for the cumulative error of clock synchronization. The simulation results show that the compensation accuracy of this method is more than 98%, which can effectively reduce the delay of sensor network. It improves the communication efficiency of the sensor network, meets the communication requirements of the sensor network, and has a very broad application prospect.
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spelling pubmed-71466392020-04-20 Compensation Method for Sensor Network Clock Error Based on Cyclic Symmetry Algorithm Feng, Hailiang Yang, Zhanxin Shi, Yuhai Nabipour, Narjes Sensors (Basel) Article Since the existing methods cannot evaluate the time delay of different layers of sensor networks, there are some problems such as the low precision of clock error compensation, high time delay, and low efficiency of communication in sensor networks. To solve this problem, a method of clock error compensation in sensor networks based on a cyclic symmetry algorithm is proposed. Based on the basic theory of cyclic symmetry, the cyclic symmetry matrix of the sensor network is constructed; in the communication process, all nodes are extended to get the cumulative delay rate of the sensor network in the specified time domain. Using the cumulative delay rate of the cyclic network and the sensor network, the autoregressive integral sliding mode control model is established to compensate for the cumulative error of clock synchronization. The simulation results show that the compensation accuracy of this method is more than 98%, which can effectively reduce the delay of sensor network. It improves the communication efficiency of the sensor network, meets the communication requirements of the sensor network, and has a very broad application prospect. MDPI 2020-03-20 /pmc/articles/PMC7146639/ /pubmed/32245026 http://dx.doi.org/10.3390/s20061738 Text en © 2020 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
Feng, Hailiang
Yang, Zhanxin
Shi, Yuhai
Nabipour, Narjes
Compensation Method for Sensor Network Clock Error Based on Cyclic Symmetry Algorithm
title Compensation Method for Sensor Network Clock Error Based on Cyclic Symmetry Algorithm
title_full Compensation Method for Sensor Network Clock Error Based on Cyclic Symmetry Algorithm
title_fullStr Compensation Method for Sensor Network Clock Error Based on Cyclic Symmetry Algorithm
title_full_unstemmed Compensation Method for Sensor Network Clock Error Based on Cyclic Symmetry Algorithm
title_short Compensation Method for Sensor Network Clock Error Based on Cyclic Symmetry Algorithm
title_sort compensation method for sensor network clock error based on cyclic symmetry algorithm
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7146639/
https://www.ncbi.nlm.nih.gov/pubmed/32245026
http://dx.doi.org/10.3390/s20061738
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