TY - JOUR
T1 - Joint estimation of carrier offset and code timing for DS-CDMA with performance analysis
AU - Amleh, Khaled
AU - Li, Hongbin
N1 - Funding Information:
Manuscript received May 12, 2003; revised December 9, 2003 and September 7, 2004; accepted September 13, 2004. The editor coordinating the review of this paper and approving it for publication is Q. Bi. This work was supported in part by the NSF under Grant CCF-0514938, in part by the ARO under Grant DAAD19-03-1-0184, and in part by the AFRL under Grant FA8750-05-2-0001.
PY - 2005/9
Y1 - 2005/9
N2 - This paper considers the problem of joint carrier offset and code timing estimation for code-division multiple-access (CDMA) systems. In contrast to existing schemes that require nonlinear iterative searches over the multidimensional parameter space, this paper proposes a blind estimator that provides an algebraic solution to the joint parameter estimation problem. By exploiting the subspace structure of the observed signal, the multiuser estimation is first decoupled into a series of single-user estimation problems, and then analytical tools of polynomial matrices are invoked for joint carrier and code timing estimation of a single user. The proposed estimator is near-far resistant. It can deal with frequency-selective and time-varying channels. The performance of the proposed scheme is examined analytically by a first-order perturbation analysis. The authors also derive an unconditional Cramér-Rao bound (CRB) that is conditioned neither on fading coefficients nor information symbols; as such, the CRB is considered a suitable lower bound for blind methods. Numerical examples are presented to evaluate and compare the proposed and a multidimensional search (MD-search)-based scheme.
AB - This paper considers the problem of joint carrier offset and code timing estimation for code-division multiple-access (CDMA) systems. In contrast to existing schemes that require nonlinear iterative searches over the multidimensional parameter space, this paper proposes a blind estimator that provides an algebraic solution to the joint parameter estimation problem. By exploiting the subspace structure of the observed signal, the multiuser estimation is first decoupled into a series of single-user estimation problems, and then analytical tools of polynomial matrices are invoked for joint carrier and code timing estimation of a single user. The proposed estimator is near-far resistant. It can deal with frequency-selective and time-varying channels. The performance of the proposed scheme is examined analytically by a first-order perturbation analysis. The authors also derive an unconditional Cramér-Rao bound (CRB) that is conditioned neither on fading coefficients nor information symbols; as such, the CRB is considered a suitable lower bound for blind methods. Numerical examples are presented to evaluate and compare the proposed and a multidimensional search (MD-search)-based scheme.
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U2 - 10.1109/TWC.2005.853819
DO - 10.1109/TWC.2005.853819
M3 - Article
AN - SCOPUS:28444469468
SN - 1536-1276
VL - 4
SP - 1980
EP - 1987
JO - IEEE Transactions on Wireless Communications
JF - IEEE Transactions on Wireless Communications
IS - 5
ER -