Cramer-Rao bounds for the estimation of multipath parameters and mobiles' positions in asynchronous DS-CDMA systems

被引:24
作者
Botteron, C
Host-Madsen, A
Fattouche, M
机构
[1] Univ Calgary, Dept Elect & Comp Engn, Calgary, AB T2N 1N4, Canada
[2] Univ Hawaii Manoa, Dept Elect Engn, Honolulu, HI 96822 USA
[3] Cell Loc Inc, Calgary, AB T2A 6T8, Canada
关键词
amplitude estimation; angle estimation asynchronous DS-CDMA; Cramer-Rao lower bound; location; position; specular multipath; time estimation;
D O I
10.1109/TSP.2004.823490
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 [电气工程]; 0809 [电子科学与技术];
摘要
Commercial applications for the location of subscribers of wireless services continue to expand. Consequently, finding the Cramer-Rao lower bound (CRLB), which serves as an optimality criterion for the location estimation problem, is of interest. In this paper, we derive the deterministic CRLBs for the estimation of the specular multipath parameters and the positions of the mobiles in an asynchronous direct sequence code division multiple access (DS-CDMA) system operating over specular multipath fading channels. We assume a multilateral radio location system where the location estimates are obtained from some or all of the estimated signal parameters at different clusters. of antennas of arbitrary geometry. Extension for unilateral and composite radio location techniques is also discussed. As an application example, we use numerical simulations to investigate the effects of specular multipath and multiple access interference (MAI) on the positioning accuracy for different radio location techniques.
引用
收藏
页码:862 / 875
页数:14
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