Dynamic differential evolution strategy localization for Wireless Sensor Networks in three-dimensional space

Shuaishuai Zhao, Sencun Chai*, Baihai Zhang

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

Wireless Sensor Networks (WSNs) have been widely used in many different environments. The positioning accuracy of sensors node are the essential parameters for various applications such as target detection and tracking system, traffic management, intelligent transportation and many other applications. A localization algorithm based on dynamic differential evolution strategy (DDES-L) is proposed. In order to improve the convergence rate and positioning accuracy, the previous position information of sensors have been used as vital anchor nodes. The distance measurement noise is also considered in this work. To illustrate the effectiveness and the efficiency of the proposed new algorithm, numerical simulations and practical experiments have been carried out. This work also compares the proposed localization results with the genetic algorithm localization (GA-L) and least squares method (LS).

源语言英语
主期刊名Proceedings of the 35th Chinese Control Conference, CCC 2016
编辑Jie Chen, Qianchuan Zhao, Jie Chen
出版商IEEE Computer Society
8423-8427
页数5
ISBN(电子版)9789881563910
DOI
出版状态已出版 - 26 8月 2016
活动35th Chinese Control Conference, CCC 2016 - Chengdu, 中国
期限: 27 7月 201629 7月 2016

出版系列

姓名Chinese Control Conference, CCC
2016-August
ISSN(印刷版)1934-1768
ISSN(电子版)2161-2927

会议

会议35th Chinese Control Conference, CCC 2016
国家/地区中国
Chengdu
时期27/07/1629/07/16

指纹

探究 'Dynamic differential evolution strategy localization for Wireless Sensor Networks in three-dimensional space' 的科研主题。它们共同构成独一无二的指纹。

引用此