Low-Cost Localization for Multihop Heterogeneous Wireless Sensor Networks

被引:60
作者
El Assaf, Ahmad [1 ]
Zaidi, Slim [1 ]
Affes, Sofiene [1 ,2 ]
Kandil, Nahi [1 ,2 ]
机构
[1] INRS EMT, Montreal, PQ H5A 1K6, Canada
[2] LRTCS UQAT, Rouyn Noranda, PQ J9P 1Y3, Canada
关键词
Heterogeneous wireless sensor networks (WSNs); multihop; localization; low cost; energy harvesting (EH); (EH-WSNs); expected hop progress (EHP); RANGE-FREE LOCALIZATION; DISTANCE ESTIMATION;
D O I
10.1109/TWC.2015.2475255
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
In this paper, we propose a novel low-cost localization algorithm tailored for multihop heterogeneous wireless sensor networks (HWSNs) where nodes' transmission capabilities are different. This characteristic, if not taken into account when designing the localization algorithm, may severely hinder its accuracy. Assuming different nodes' transmission capabilities, we develop two different approaches to derive the expected hop progress (EHP). Exploiting the latter, we propose a localization algorithm that is able to accurately locate the sensor nodes owing to a new low-cost implementation. Furthermore, we develop a correction mechanism, which complies with the heterogeneous nature of wireless sensor networks (WSNs) to further improve localization accuracy without incurring any additional costs. Simulations results show that the proposed algorithm, whether applied with or without correction, outperforms in accuracy the most representative WSN localization algorithms.
引用
收藏
页码:472 / 484
页数:13
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