DocumentCode :
1926686
Title :
Integrative Ranging and Positioning for IR-UWB Wireless Sensor Networks
Author :
Wu, Shaohua ; Zhang, Qiaoling ; Zhang, Qinyu ; Yao, Haiping
Author_Institution :
Shenzhen Grad. Sch., Harbin Inst. of Technol., Shenzhen, China
fYear :
2011
fDate :
18-20 April 2011
Firstpage :
489
Lastpage :
494
Abstract :
Sufficient intercommunication between ranging module and positioning module was lacked during the current research on the localization issue for IR-UWB wireless sensor networks. The idea of integrative ranging and positioning was proposed in this paper. The ranging module was designed to provide not only the range estimation results to the positioning module, but also the corresponding reliability evaluation results and NLOS identification results. Three positioning algorithms that differently utilize the ranging information were proposed, including LS, WLS, and MLE. Simulation results show that WLS and MLE greatly outperform LS. Since the computation complexity of WLS is much less than MLE, WLS is more appropriate for practical application. The effects of pulse energy and NLOS ratio of anchor nodes on positioning performance were also investigated, some useful results which can guide the practical design are drawn.
Keywords :
computational complexity; least squares approximations; maximum likelihood estimation; ultra wideband communication; wireless sensor networks; IR-UWB wireless sensor networks; MLE; NLOS identification; NLOS ratio; WLS; anchor nodes; computation complexity; corresponding reliability evaluation; integrative positioning; integrative ranging; positioning algorithms; positioning module; pulse energy; range estimation; ranging module; sufficient intercommunication; Algorithm design and analysis; Distance measurement; Maximum likelihood estimation; Reliability; Time of arrival estimation; Wireless sensor networks; IR-UWB; positioning; ranging; wireless sensor networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications and Mobile Computing (CMC), 2011 Third International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-61284-312-4
Type :
conf
DOI :
10.1109/CMC.2011.96
Filename :
5931301
Link To Document :
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