A signal screening based sequence-correlation localization algorithm for wireless sensor networks

被引：1
|
作者：
Liu, Zhihua [1 ]
Liu, Xingyue [1 ]
Zhang, Wei [1 ]
Chen, Jiaxing [1 ]
Zhang, Shujing [1 ]
Wang, Rui [2 ]
机构：
[1] Hebei Normal Univ, Dept Comp & Cyber Secur, Shijiazhuang, Hebei, Peoples R China
[2] Yantai Univ, Dept Comp Sci, Yantai, Peoples R China
来源：
INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT | 2020年 / 11卷 / 04期
基金：
中国国家自然科学基金;
关键词：
Wireless sensor networks; Signal screening; Sequence-correlation localization; Weighted centroid approach; TRACKING;
D O I：
10.1007/s13198-019-00886-7
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
Wireless sensor networks (WSNs) are dependent on sending and receiving signals. This work aims to design a received signal strength based range-free localization technique called signal screening based sequence-correlation localization algorithm (SCLSS) which can provide accurate and cost efficient localization performance for WSNs. Starting with the division of location region into multiple separate grids, SCLSS utilizes the grid-type measure to obtain a unique intersection-sequence table which represents the Euclidean distances from each anchor node to each grid intersection. Secondly, based on the signal screening method, SCLSS screens out the task intersections which will derive new intersections. Then the selected intersections are filtered out from the derived intersection-sequence table according to Pearson correlation. Finally, SCLSS uses the weighted centroid approach to isolate the location where the unknown node most probably resides. Simulation results show that the proposed SCLSS offers more accurate localization with fewer anchor nodes compared with its counterparts.
引用
收藏
页码：842 / 848
页数：7
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