DocumentCode :
46008
Title :
Accurate and Simple Wireless Localizations Based on Time Product of Arrival in the DDM-NLOS Propagation Environment
Author :
Jingyu Hua ; Limin Meng ; Kai Zhou ; Bin Jiang ; Dongming Wang
Author_Institution :
Zhejiang Univ. of Technol., Hangzhou, China
Volume :
9
Issue :
2
fYear :
2015
fDate :
Mar-15
Firstpage :
239
Lastpage :
246
Abstract :
Wireless localization has become an important issue in internet of things. However, its performance degrades significantly when there are only non-line-of-sight (NLOS) propagation paths instead of line-of-sight (LOS) propagation paths. Therefore, this paper proposes a novel localization algorithm to improve the localization accuracy, where we assume that the NLOS error satisfies the requirement of distance dependent model (DDM). In order to obtain a stronger NLOS tolerance than conventional methods, the proposed algorithm analyzes the localization geometry and employs a new localization parameter, namely the time product of arrival (TPOA), to construct the linear localization equation group (LLEQ). Meanwhile, a simple least-squares (LS) principle is applied to solve this LLEQ, resulting in a low complexity. We verify our algorithm by computer simulations, and the result demonstrates that the proposed algorithm yields a better performance than traditional algorithms in the NLOS-DDM environment.
Keywords :
Internet of Things; computational complexity; least squares approximations; radionavigation; radiowave propagation; time-of-arrival estimation; DDM-NLOS propagation environment; Internet-of-Things; LLEQ; LS principle; NLOS error; NLOS tolerance; TPOA; computer simulation; distance dependent model; least-square principle; line-of-sight propagation path; linear localization equation group; localization geometry; localization parameter; nonline-of-sight propagation path; time product-of-arrival; wireless localization accuracy; Accuracy; Complexity theory; Estimation; Mathematical model; Signal processing algorithms; Wireless communication; Wireless sensor networks; Distance dependent model; non-line-of-sight error; time product of arrival; wireless localization;
fLanguage :
English
Journal_Title :
Selected Topics in Signal Processing, IEEE Journal of
Publisher :
ieee
ISSN :
1932-4553
Type :
jour
DOI :
10.1109/JSTSP.2014.2372693
Filename :
6960832
Link To Document :
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