Accurate Range-Free Localization in Multi-Hop Wireless Sensor Networks

被引:52
|
作者
Zaidi, Slim [1 ]
El Assaf, Ahmad [2 ,3 ]
Affes, Sofiene [2 ,3 ]
Kandil, Nahi [2 ,3 ]
机构
[1] Univ Toronto, Dept Elect & Comp Engn, Toronto, ON M5S 3G4, Canada
[2] Univ Quebec, Inst Natl Rech Sci, Ctr Energie Mat Telecommun, Montreal, PQ H5A 1K6, Canada
[3] Univ Quebec Abitibi Temiscamingue, Telebec Underground Commun Res Lab, Rouyn Noranda, PQ J9X 5E4, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Wireless sensor networks (WSN)s; multi-hop; localization; low-cost; location estimation error (LEE); K-HOP CONNECTION; DISTANCES; PROBABILITY; PATHS;
D O I
10.1109/TCOMM.2016.2590436
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
To localize the wireless sensor networks nodes, only the hop-based information (i.e., hops' number, average hop size, and so on) has been, so far, exploited by range-free techniques, with poor-accuracy, however. In this paper, we show that localization accuracy may greatly benefit from joint exploitation, at no cost, of the information already provided by the forwarding nodes (i.e., relays) between each anchor (i.e., position aware) and sensor nodes pair. As such, we develop a novel range-free localization algorithm, derive its average location estimation error (LEE) in closed-form, and compare it in LEE performance with the best representative algorithms in the literature. We show that the proposed algorithm outperforms them in accuracy. In contrast to the latter, we further prove that it is able to achieve an LEE average and variance of about 0 when the number of sensors is large enough, thereby achieving an unprecedented accuracy performance among range-free techniques.
引用
收藏
页码:3886 / 3900
页数:15
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