Title :
Joint channel estimation and data detection in space-time communications
Author :
Cozzo, Carmela ; Hughes, Brian L.
Author_Institution :
Ericsson Res., Research Triangle Park, NC, USA
Abstract :
The paper considers joint channel estimation and data sequence detection for multipath radio channels with multiple antennas at the transmitter and/or receiver. An iterative space-time receiver based on the expectation-maximization algorithm is proposed. We examine the performance of this receiver for transmit diversity and space-time coding methods over Rayleigh fading channels. Simulation results show that the receiver can often achieve near-coherent performance with modest complexity and using very few pilot symbols.
Keywords :
Rayleigh channels; channel estimation; computational complexity; diversity reception; iterative methods; multipath channels; optimisation; radio receivers; radio transmitters; receiving antennas; signal detection; space-time codes; transmitting antennas; Rayleigh fading channels; channel estimation; data detection; data sequence detection; expectation-maximization algorithm; iterative receiver; multipath channels; multiple antennas; multiple receive antennas; multiple transmit antennas; radio receiver; radio transmitter; space-time coding; space-time communications; space-time receiver; transmit diversity; Antennas and propagation; Channel estimation; Fading; Iterative algorithms; Maximum likelihood estimation; Modulation coding; Radio transmitters; Receivers; Receiving antennas; Transmitting antennas;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2003.815062