Distributed Angle Estimation for Localization in Wireless Sensor Networks

被引:87
|
作者
Zhang, Weile [1 ]
Yin, Qinye [1 ]
Chen, Hongyang [2 ]
Gao, Feifei [3 ,4 ]
Ansari, Nirwan [5 ]
机构
[1] Xi An Jiao Tong Univ, Minist Educ, Key Lab Intelligent Networks & Network Secur, Xian 710049, Shaanxi, Peoples R China
[2] Univ Tokyo, Tokyo, Japan
[3] Tsinghua Natl Lab Informat Sci & Technol, Beijing 100084, Peoples R China
[4] Jacobs Univ Bremen, Sch Sci & Engn, D-28759 Bremen, Germany
[5] New Jersey Inst Technol, Adv Networking Lab, Dept Elect & Comp Engn, Newark, NJ 07102 USA
基金
中国国家自然科学基金;
关键词
Wireless sensor network; localization; angle of departure estimation; multipath propagation; POSITION LOCATION ALGORITHM; MAXIMUM-LIKELIHOOD; MULTIPATH PROPAGATION; PARAMETER-ESTIMATION; STATISTICAL-MODEL; TOA ESTIMATION; SYSTEMS; SIGNALS;
D O I
10.1109/TWC.2012.121412.111346
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 design a new distributed angle estimation method for localization in wireless sensor networks (WSNs) under multipath propagation environment. We employ a two-antenna anchor that can emit two linear chirp waves simultaneously, and propose to estimate the angle of departure (AOD) of the emitted waves at each receiving node via frequency measurement of the local received signal strength indication (RSSI) signal. An improved estimation method is further proposed where multiple parallel arrays are adopted to provide the space diversity. The proposed methods rely only on radio transceivers and do not require frequency synchronization or precise time synchronization between the transceivers. More importantly, the angle is estimated at each sensor in a completely distributed manner. The performance analysis is derived and simulations are presented to corroborate the proposed studies.
引用
收藏
页码:527 / 537
页数:11
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