Title of article
OFDM channel estimation in the presence of interference
Author/Authors
Jeremic، نويسنده , , A. Thomas، نويسنده , , T.A. Nehorai، نويسنده , , A. ، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2004
Pages
11
From page
3429
To page
3439
Abstract
We develop a frequency-domain channel estimation algorithm for single-user multiantenna orthogonal frequency division multiplexing (OFDM) wireless systems in the presence of synchronous interference. In this case, the synchronous interfererʹs signal on each OFDM subcarrier is correlated in space with a rank one spatial covariance matrix. In addition, the interfererʹs spatial covariance matrix is correlated in frequency based on the delay spread of the interfererʹs channel. To reduce the number of unknown parameters we develop a structured covariance model that accounts for the structure resulting from the synchronous interference. To further reduce the number of unknown parameters, we model the covariance matrix using a priori known set of frequency-dependent functions of joint (global) parameters. We estimate the interference covariance parameters using a residual method of moments (RMM) estimator and the channel parameters by maximum likelihood (ML) estimation. Since our RMM estimates are invariant to the mean, this approach yields simple noniterative estimates of the covariance parameters while having optimal statistical efficiency. Hence, our algorithm outperforms existing channel estimators that do not account for the interference, and at the same time requires smaller number of pilots than the MANOVA method and thus has smaller overhead. Numerical results illustrate the applicability of the proposed algorithm.
Journal title
IEEE TRANSACTIONS ON SIGNAL PROCESSING
Serial Year
2004
Journal title
IEEE TRANSACTIONS ON SIGNAL PROCESSING
Record number
403683
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