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
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;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2003.817337