Abstract
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.
| Original language | English |
|---|---|
| Pages (from-to) | 1980-1987 |
| Number of pages | 8 |
| Journal | IEEE Transactions on Wireless Communications |
| Volume | 4 |
| Issue number | 5 |
| DOIs | |
| State | Published - Sep 2005 |
Keywords
- Carrier offset and code timing estimation
- Code-division multiple access (CDMA)
- Cramér-Rao bound
- Perturbation analysis
- Time-selective and frequency-selective channels