Title :
Improved MUSIC algorithm for the code-timing estimation of DS-CDMA multipath-fading channels in multiantenna systems
Author_Institution :
Syst. Group, Mobile Commun. Technol. Res. Lab., Kyongkido, South Korea
Abstract :
A multiple-signal-classification (MUSIC) approach of estimating the code timings of a desired user is considered for direct-sequence code-division multiple-access (DS-CDMA) multipath-fading channels when exploiting multiple receive antennas with either spatially uncorrelated or fully correlated fading. The acquisition performance of the conventional MUSIC timing estimator employing a single antenna is not good for the small size of observation windows and low signal-to-noise ratios (SNRs). Multiple antennas allow for rapid acquisition and lowers the range of detectable SNR. An efficient and improved MUSIC algorithm of estimating the multipath timings of a desired user for DS-CDMA systems is presented. In multipath-fading channels, the solution of the proposed algorithm is based on successively optimizing the cost function for increasing numbers of multipath delays, which does not require a multidimensional search for multidelay paths. Furthermore, the estimate of code timing at each path is obtained by finding the zeros of second-order polynomials, which is computationally efficient. The proposed MUSIC algorithm significantly improves the acquisition performance of conventional MUSIC algorithm in the presence of multipath time-varying Rayleigh-fading channels with arbitrary time delays. The acquisition performance of multiple antennas-based MUSIC timing estimators is much better than that of a single-antenna-based timing estimator. The Crame´r-Rao bound for the code-timing estimator based on multiple antennas is presented.
Keywords :
Rayleigh channels; antenna arrays; array signal processing; code division multiple access; delay estimation; multipath channels; optimisation; receiving antennas; signal classification; signal detection; spread spectrum communication; synchronisation; time-varying channels; DS-CDMA multipath fading channels; MUSIC algorithm; channel estimation; code-timing estimation; cost function optimization; direct-sequence code-division multiple-access; multiantenna systems; multidelay paths; multipath timing estimation; multiple-signal-classification approach; receive antennas; second-order polynomials; synchronization; time-varying Rayleigh-fading channels; Cost function; Delay; Fading; Multiaccess communication; Multidimensional systems; Multiple signal classification; Rayleigh channels; Receiving antennas; Signal to noise ratio; Timing; CDMA; Code-division multiple access; Cramér–Rao bound; code-timing estimation; multiantenna; multipath fading; synchronization;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2004.832414