DocumentCode :
324699
Title :
Root-MUSIC based joint identification and timing estimation of asynchronous CDMA system over Rayleigh fading channel
Author :
Wu, Wei-Chiang ; Chen, Kwang-Cheng
Author_Institution :
Dept. of Electr. Eng., Nat. Tsing Hua Univ., Hsinchu, Taiwan
Volume :
2
fYear :
1998
fDate :
18-21 May 1998
Firstpage :
1239
Abstract :
An efficient algorithm is proposed to identify the active users and extract their respective timing information in an asynchronous direct-sequence CDMA (DS-CDMA) communication system over a Rayleigh fading channel. The joint identification and timing estimation algorithm is derived by performing a discrete Fourier transform (DFT) on the observation vector and exploiting the uniqueness and nullity characteristics of the root-MUSIC test polynomial. The root-MUSIC based algorithm is shown to be asymptotically near-far resistant. Moreover, compared to the maximum a posteriori probability (MAP) or maximum likelihood (ML) based multiuser timing estimator, the complexity is greatly reduced by separating the multi-dimensional optimization problem into several polynomial rooting problems. The analytical results reveal that under the uncorrelated Rayleigh fading model, the root-MUSIC timing estimator tends to achieve the Cramer-Rao lower bound (CRLB) at interesting signature sequence length and user´s signal-to-noise ratio (SNR)
Keywords :
Rayleigh channels; code division multiple access; discrete Fourier transforms; identification; multiuser channels; parameter estimation; polynomials; spread spectrum communication; timing; Cramer-Rao lower bound; DFT; DS-CDMA communication system; MAP estimator; ML based multiuser timing estimator; SNR; asymptotically near-far resistant algorithm; asynchronous CDMA system; asynchronous direct-sequence CDMA; discrete Fourier transform; efficient algorithm; joint identification/timing estimation; maximum a posteriori probability; maximum likelihood; multi-dimensional optimization problem; nullity characteristics; observation vector; root-MUSIC test polynomial; signal-to-noise ratio; signature sequence length; timing estimation algorithm; uncorrelated Rayleigh fading model; uniqueness characteristics; Data mining; Discrete Fourier transforms; Fading; Maximum likelihood estimation; Multiaccess communication; Performance evaluation; Polynomials; Signal analysis; Testing; Timing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Vehicular Technology Conference, 1998. VTC 98. 48th IEEE
Conference_Location :
Ottawa, Ont.
ISSN :
1090-3038
Print_ISBN :
0-7803-4320-4
Type :
conf
DOI :
10.1109/VETEC.1998.686437
Filename :
686437
Link To Document :
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