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Blind channel estimation for downlink CDMA systems

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Auteur
Doukopoulos, X. G.; Moustakides, G. V.
Date
2003
Sujet
Communication channels (information theory)
Computational complexity
Least squares approximations
Blind channel estimation
Code division multiple access
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Résumé
The problem of channel estimation in code-division multiple-access (CDMA) systems is considered. Using only the spreading code of the user of interest, a technique is proposed to identify the impulse response of the multipath channel from the received data sequence. While existing blind methods suffer from high computational complexity and sensitivity to accurate knowledge of the noise subspace rank, the proposed method overcomes both problems. In particular we estimate the noise subspace by a simple matrix power that is computationally efficient and requires no knowledge of the noise subspace rank. Once an estimate of the noise subspace is available the channel impulse response can be directly identified through a small size (order of the channel) SVD or a least squares approach. Extensive simulations demonstrate similar performance of our method as compared to the existing schemes but at a considerably lower computational cost.
URI
http://hdl.handle.net/11615/27193
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