Title :
Joint channel and frequency offset estimation in distributed MIMO flat-fading channels
Author :
Pham, The-Hanh ; Nallanathan, A. ; Liang, Ying-Chang
Author_Institution :
Nat. Univ. of Singapore, Singapore
fDate :
2/1/2008 12:00:00 AM
Abstract :
In this paper, we consider the problem of joint channel and frequency offset estimation in a flat-fading multi- input multi-output (MIMO) system. We assume that each pair of transmit and receive antennas has a different frequency offset. We present two computationally efficient iterative algorithms based on expectation conditional maximization (ECM) and space-alternating generalized expectation-maximization (SAGE) algorithms. The mean-square-error (MSE) performance of the interested parameters for the proposed algorithms is compared with the Cramer-Rao Bound (CRB). Simulation results show that the proposed iterative algorithms achieve the CRB and overcome the drawbacks of existing algorithms.
Keywords :
MIMO communication; channel estimation; expectation-maximisation algorithm; fading channels; frequency estimation; mean square error methods; Cramer-Rao Bound; channel estimation; distributed MIMO flat-fading channels; expectation conditional maximization; frequency offset estimation; iterative algorithms; mean-square-error; multiinput multioutput system; space-alternating generalized expectation-maximization algorithms; Electrochemical machining; Fading; Frequency estimation; Interference; Iterative algorithms; MIMO; Maximum likelihood estimation; Oscillators; Receiving antennas; Transmitting antennas;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2008.060605