DocumentCode :
395248
Title :
Factor graphs for mobile position location
Author :
Chen, Jung-Chieh ; Maa, Ching-Shyang ; Chen, Jiunn-Tsair
Author_Institution :
Mobile Commun. Lab., Nat. Tsing Hua Univ., Hsinchu, Taiwan
Volume :
2
fYear :
2003
fDate :
6-10 April 2003
Abstract :
Making use of the network side time-of-arrival (TOA) measurements, we propose a low-complexity high-accuracy algorithm to estimate the location of a target mobile station (MS). Under a factor graph framework, the proposed algorithm efficiently exchange soft information among local processing units in the mobile switching center (MSC) 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 (ML) bound.
Keywords :
computational complexity; graph theory; land mobile radio; radio direction-finding; factor graphs; high-accuracy algorithm; integrated-circuit implementation; local processing units; low complexity algorithm; low-complexity algorithm; maximum likelihood bound; mobile position location; mobile station exchange; mobile switching center; optimum achievable bound; soft information; time-of-arrival measurements; Base stations; Cellular networks; Communication standards; Iterative algorithms; Least squares methods; Maximum likelihood estimation; Mobile communication; Taylor series; Two dimensional displays; Wireless communication;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
ISSN :
1520-6149
Print_ISBN :
0-7803-7663-3
Type :
conf
DOI :
10.1109/ICASSP.2003.1202380
Filename :
1202380
Link To Document :
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