Title :
Blind receiver scheme for spatial multiplexing over MIMO-FIR channels
Author :
Zhang, Zhan ; Uysal, Murat ; Xiaokang, Lin
Author_Institution :
ShenZhen Graduate Sch., Tsinghua Univ., Beijing, China
Abstract :
This paper proposes a new self-recovery (blind) receiver scheme for spatial multiplexing over finite-impulse-response (FIR) fading channels. This scheme exploits the structure of second-order statistics and the non-Gaussianity of the signals. Operating without assuming prior knowledge on the channel impulse responses, the receiver even is able to operate when subchannel orders are difficult to estimate accurately. Additionally, the new receiver scheme employs a group of FIR equalizers to gain the advantage of the frequency-selectivity, ie. multipath diversity. Simulations verified that the proposed technique is effective in suppressing the inter-symbol interference (ISI) residuals and noise components so that it substantially improves the overall system performance. This scheme is aimed at achieving a favorable trade-off between the complexity and the system performance.
Keywords :
MIMO systems; blind equalisers; blind source separation; diversity reception; fading channels; higher order statistics; interference suppression; intersymbol interference; multipath channels; radio receivers; space division multiplexing; transient response; FIR equalizers; ISI suppression; MIMO-FIR channels; blind equalization; blind receiver scheme; blind source separation method; finite-impulse response fading channels; frequency-selectivity; intersymbol interference residuals; multipath diversity; second-order statistics; self-recovery receiver; signal nonGaussianity; spatial multiplexing; Blind equalizers; Blind source separation; Fading; Finite impulse response filter; Frequency; Independent component analysis; MIMO; Source separation; System performance; Transceivers;
Conference_Titel :
Vehicular Technology Conference, 2004. VTC2004-Fall. 2004 IEEE 60th
Print_ISBN :
0-7803-8521-7
DOI :
10.1109/VETECF.2004.1400258