Title :
Multiuser multichannel estimation and detection with side user information in space-time coded CDMA systems
Author :
Xiong, Ping ; Batalama, Stella N.
Author_Institution :
Dept. of Electr. Eng., State Univ. of New York, Buffalo, NY, USA
Abstract :
In this work, we develop a new second-order statistics based multiuser multipath channel estimation algorithm for uplink wireless space-time coded CDMA systems. The estimation procedure is based on the parameterization, with respect to the multiuser channel response vectors, of the received data covariance matrix. As a side result, we also obtain an improved covariance matrix estimator. Then, we utilize both the channel and the covariance matrix estimates to obtain an estimate of the linear MMSE receiver. Simulation studies illustrate the performance improvements of the proposed estimators relative to existing methods in terms of channel estimation mean-square error as well as receiver filter output SINR and receiver BER.
Keywords :
blind equalisers; channel estimation; code division multiple access; covariance matrices; least mean squares methods; multipath channels; multiuser detection; space-time codes; blind equalization; channel estimation mean-square error; linear MMSE receiver; multiuser channel response vectors; multiuser detection; multiuser multipath channel estimation; received data covariance matrix; receiver BER; receiver filter output SINR; second-order statistics; side user information; uplink wireless space-time coded CDMA; Bit error rate; Channel estimation; Covariance matrix; Filters; Multiaccess communication; Multipath channels; Multiuser channels; Signal to noise ratio; Statistics; Vectors;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1415856