Title :
Cramer-Rao bound for joint direction of arrival, time delay estimation in DS-CDMA systems
Author :
Zhenghui, Gu ; Gunawan, Erry
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Inst., Singapore
Abstract :
In direct-sequence code-division multiple access (DS-CDMA) radiolocation systems, the estimation of propagation time delay and direction of arrival (DOA) is a crucial task. It can also be used for acquisition and tracking. To evaluate the accuracy of the estimated parameters, this paper derived the conditional Cramer-Rao bound (CRB) for the joint estimator of propagation time delay and DOA in asynchronous DS-CDMA systems. No knowledge of the transmitted bits is required. Simple asymptotic expressions of the CRB are presented. In the numerical study, the CRB and the simulation results of a subspace-based joint estimator are presented. Both CRB and the estimator are shown to be robust against near-far effect in CDMA systems with multiple users
Keywords :
array signal processing; cellular radio; code division multiple access; delay estimation; direction-of-arrival estimation; multiuser channels; radio direction-finding; radio tracking; signal classification; space-time adaptive processing; spread spectrum communication; DOA estimation; DS-CDMA systems; MUSIC; acquisition; asymptotic expressions; asynchronous DS-CDMA systems; cellular networks; conditional Cramer-Rao bound; direct-sequence code-division multiple access; direction of arrival estimation; estimated parameters accuracy; joint estimation; multiple signal classification; near-far effect robustness; propagation time delay; radiolocation systems; receiving antenna array; simulation results; spacial-temporal processing; subspace-based algorithm; subspace-based joint estimator; time delay estimation; tracking; wireless cellular systems; Antenna arrays; Antennas and propagation; Delay effects; Delay estimation; Direction of arrival estimation; Directive antennas; Linear antenna arrays; Multiaccess communication; Phased arrays; Receiving antennas;
Conference_Titel :
MILCOM 2000. 21st Century Military Communications Conference Proceedings
Conference_Location :
Los Angeles, CA
Print_ISBN :
0-7803-6521-6
DOI :
10.1109/MILCOM.2000.905087