DocumentCode
783837
Title
Mobile position location using factor graphs
Author
Chen, Jung-Chieh ; Maa, Ching-Shyang ; Wang, Yeong-Cheng ; Chen, Jiunn-Tsair
Author_Institution
Mobile Commun. Lab., Nat. Tsing Hua Univ., Hsinchu, Taiwan
Volume
7
Issue
9
fYear
2003
Firstpage
431
Lastpage
433
Abstract
Making use of the time-of-arrival measurements and their stochastic properties, we propose a low-complexity high-accuracy algorithm to estimate the location of a target mobile station (MS). Under a factor graph framework, in the proposed algorithm, soft-information is efficiently exchanged among local processing units to iteratively purify the estimate of the MS location. Numerical results show that the proposed algorithm not only enjoys advantages of low complexity, suitable for integrated-circuit implementation, but it is also able to achieve performance very close to the optimum achievable bound, the maximum-likelihood bound.
Keywords
3G mobile communication; cellular radio; graph theory; maximum likelihood estimation; radio direction-finding; stochastic processes; MS location; UMTS-WCDMA systems; cellular radio system; factor graphs; integrated-circuit implementation; local processing units; low-complexity high-accuracy algorithm; maximum-likelihood bound; measurement errors; mobile station location estimation; optimum achievable bound; stochastic properties; third generation wireless systems; time-of-arrival measurements; Cellular networks; Iterative algorithms; Least squares methods; Maximum likelihood estimation; Measurement errors; Mobile communication; Stochastic processes; Taylor series; Telephone sets; Wireless networks;
fLanguage
English
Journal_Title
Communications Letters, IEEE
Publisher
ieee
ISSN
1089-7798
Type
jour
DOI
10.1109/LCOMM.2003.817337
Filename
1232499
Link To Document