Proximity-Distance Mapping and Jaya Optimization Algorithm Based on Localization for Wireless Sensor Network

doi:10.1142/S0218001422550084

IR > 计算机与通信学院

	Proximity-Distance Mapping and Jaya Optimization Algorithm Based on Localization for Wireless Sensor Network
	Peng, Duo; Gao, Yuwei
	2022-05
发表期刊	INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE
ISSN	0218-0014
卷号	36 期号:6
摘要	Aiming at the problem of large location errors of traditional ranging-free algorithms in Wireless Sensor Network (WSN), a novel node location algorithm based on proximity-distance mapping (PDM) and Jaya optimization was proposed. In this algorithm, proximity and Euclidean distance are extracted from the relationship of anchor nodes to construct a mapping matrix by using the idea of PDM. It is calculated by using the mapping matrix that the estimated distance from the unknown node to the anchor node can be used for the subsequent calculations. After the estimated distance is obtained, the Jaya optimization algorithm is imported to calculate the location of the unknown one. To accelerate the convergence and enhance the accuracy of the algorithm, the idea of a boundary box is used to limit the initial feasible region of unknown nodes. The experiment results show that the PDM-Jaya algorithm has better positioning accuracy than the original PDM in the same condition.
关键词	Wireless sensor network localization algorithm Jaya optimization algorithm proximity-distance mapping
DOI	10.1142/S0218001422550084
收录类别	SCIE ; EI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence
WOS记录号	WOS:000797981400003
出版者	WORLD SCIENTIFIC PUBL CO PTE LTD
EI入藏号	20221812049404
EI主题词	Optimization
EI分类号	405.3 Surveying716.3 Radio Systems and Equipment722 Computer Systems and Equipment921.5 Optimization Techniques
来源库	WOS
引用统计	被引频次：1[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/158657
专题	计算机与通信学院
通讯作者	Peng, Duo
作者单位	Lanzhou Univ Technol, Sch Comp & Commun, Lanzhou 730050, Peoples R China
第一作者单位	兰州理工大学
通讯作者单位	兰州理工大学
第一作者的第一单位	兰州理工大学
推荐引用方式 GB/T 7714	Peng, Duo,Gao, Yuwei. Proximity-Distance Mapping and Jaya Optimization Algorithm Based on Localization for Wireless Sensor Network[J]. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE,2022,36(6).
APA	Peng, Duo,&Gao, Yuwei.(2022).Proximity-Distance Mapping and Jaya Optimization Algorithm Based on Localization for Wireless Sensor Network.INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE,36(6).
MLA	Peng, Duo,et al."Proximity-Distance Mapping and Jaya Optimization Algorithm Based on Localization for Wireless Sensor Network".INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE 36.6(2022).