Title :
Computationally efficient channel estimation for space-time block coded system
Author :
Sheng, J.G. ; Nallanathan, A. ; Tjhung, T.T.
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore
Abstract :
Space-time coding has been proposed in recent years to provide significant capacity gains over traditional communication systems in wireless fading channels. Most works on space-time coding assume availability of perfect channel state information (CSI) in the receiver. In this paper, a decoupled maximum likelihood (DEML) channel estimator is presented for space-time block coded (STBC) system. The DEML estimator decouples the multi-dimensional problem of the exact maximum likelihood (ML) estimator to a set of one-dimensional problems and, hence, is computationally efficient. An iterative ML detector is proposed to improve the performance of DEML estimator. Simulation results are presented to demonstrate the performance of proposed channel estimator and to make comparisons with perfect channel information system.
Keywords :
block codes; channel estimation; fading channels; maximum likelihood detection; maximum likelihood estimation; radio receivers; space-time codes; CSI; DEML; STBC; capacity gains; channel state information; decoupled maximum likelihood channel estimator; iterative maximum likelihood detector; multidimensional problem; one-dimensional problems; space-time block coded system; wireless fading channels; Channel estimation; Convolutional codes; Fading; MIMO; Maximum likelihood decoding; Maximum likelihood detection; Maximum likelihood estimation; Receiving antennas; Transmitting antennas; Wireless communication;
Conference_Titel :
Vehicular Technology Conference, 2003. VTC 2003-Spring. The 57th IEEE Semiannual
Print_ISBN :
0-7803-7757-5
DOI :
10.1109/VETECS.2003.1208865