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A New Localization Scheme with Statistical Estimation against Wormhole Attack in Wireless Sensor Networks 被引量:2

A New Localization Scheme with Statistical Estimation against Wormhole Attack in Wireless Sensor Networks
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摘要 Wormhole attack is one of the most devastating threats for range-free localization in wireless sensor networks. In this paper, we evaluate three statistical estimation methods with the same network model and geographic information obtailaed by the DV-Hop algorithm. We analyze the limits of Minimum Mean Square Estimate (MMSE), Least Median of Squares (LMS) and Enhanced greedy At- tack-Resistant MMSE (EARMMSE) and propose an improved EARMMSE with the hop-distance relationship, named EARMMSE+. Simulation results illustrate the performance of MMSE, LMS and EARMMSE+ with different anchor fraction, the length of wormhole link and the average local neighborhood and show that EARMMSE+ outperforms MMSE and LMS.
出处 《China Communications》 SCIE CSCD 2010年第5期57-69,共13页 中国通信(英文版)
基金 Acknov,.4edgements This work was supported in part by National Basic Research Program of China ("973 program") under contract No. 2007CB307101, and in part by National Natural Science Foundation of China under Grant No. 60833002, No. 60802016 and No.60972010.
关键词 wireless sensor network range-free localization wormhole attack DV-HOP statistical estimation 无线传感器网络 网络定位 统计估计 虫洞 攻击 最小均方误差 MMSE LMS
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