TY - JOUR
T1 - Mobile position location using factor graphs
AU - Chen, Jung Chieh
AU - Maa, Ching Shyang
AU - Wang, Yeong Cheng
AU - Chen, Jiunn Tsair
PY - 2003/9
Y1 - 2003/9
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=0141885048&partnerID=8YFLogxK
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U2 - 10.1109/LCOMM.2003.817337
DO - 10.1109/LCOMM.2003.817337
M3 - Article
AN - SCOPUS:0141885048
SN - 1089-7798
VL - 7
SP - 431
EP - 433
JO - IEEE Communications Letters
JF - IEEE Communications Letters
IS - 9
ER -