Title :
Cramer-Rao bounds for the estimation of multipath parameters and mobiles´ positions in asynchronous DS-CDMA systems
Author :
Botteron, Cyril ; Host-Madsen, Anders ; Fattouche, Michel
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Calgary, Canada
fDate :
4/1/2004 12:00:00 AM
Abstract :
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.
Keywords :
code division multiple access; fading channels; multipath channels; parameter estimation; radiofrequency interference; spread spectrum communication; Cramer-Rao lower bounds; amplitude estimation; angle estimation; asynchronous DS-CDMA system; direct sequence code division multiple access; location estimation problem; mobile positions; multilateral radio location system; multipath parameter estimation; multiple access interference; specular multipath fading channels; time estimation; Direct-sequence code-division multiple access; Fading; Frequency selective surfaces; Geometry; Intelligent transportation systems; Multiaccess communication; Multiple access interference; Numerical simulation; Parameter estimation; Signal processing;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2004.823490