Title :
An uplink DS-CDMA receiver using a robust post-correlation Kalman structure
Author :
Tarighat, Alireza ; Subramanian, Ananth ; Sayed, Ali H.
Author_Institution :
Dept. of Electr. Eng., Univ. of California, Los Angeles, CA, USA
fDate :
5/1/2005 12:00:00 AM
Abstract :
Kalman filtering has been proposed in the literature for wireless channel estimation, however, it is not sufficiently robust to uncertainties in the channel auto-correlation model as well as to multiple access interference (MAI). This paper presents a receiver structure for direct-sequence code-division multiple-access (DS-CDMA) systems by using robust Kalman estimation and post-correlation (i.e., symbol rate) processing for channel estimation. The proposed structure is also generalized to incorporate multiple-antenna combining and interference cancellation techniques. The resulting receiver outperforms earlier structures in the presence of channel modeling uncertainties, MAI, and low-received signal-to-noise ratio. The enhancement in performance is achieved at the same order of complexity as a standard Kalman-based receiver.
Keywords :
Kalman filters; antenna arrays; channel estimation; code division multiple access; correlation methods; filtering theory; interference suppression; radio links; radio receivers; radiofrequency interference; spread spectrum communication; state-space methods; Kalman filtering; antenna array; autocorrelation model; direct-sequence code-division multiple-access; interference cancellation technique; multiple access interference; multiple-antenna combining; post-correlation Kalman structure; uplink DS-CDMA receiver; wireless channel estimation; Autocorrelation; Channel estimation; Filtering; Interference cancellation; Kalman filters; Multiaccess communication; Multiple access interference; Robustness; Signal to noise ratio; Uncertainty; Antenna-rake combiner; channel auto-correlation model; channel tracking; post-correlation state-space model; robust Kalman estimation; uplink code-division multiple-access (CDMA);
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2005.846973