Title :
Blind MIMO channel estimation method tolerating order overestimation
Author :
Zeng, Yonghong ; Ng, Tung Sang
Author_Institution :
Dept. of Electr. & Electron. Eng., Hong Kong Univ., China
Abstract :
A new second-order statistics (SOS) based blind algorithm for MIMO channel identification is proposed. It can give estimations of all channel impulse responses subject to a scalar matrix ambiguity which is intrinsic to all SOS based blind methods. As a generalization of the blind identification algorithm for SIMO system, this method is truly robust to channel order overestimation, i.e., it can accurately estimate the channels when only upper bounds for all MIMO channel orders are known.
Keywords :
blind source separation; channel estimation; SIMO system; blind MIMO channel estimation method; channel identification; channel impulse responses; order overestimation; scalar matrix ambiguity; second-order statistics; Bandwidth; Channel estimation; Ear; Estimation error; MIMO; Noise robustness; Polynomials; Roundoff errors; Statistics; Upper bound;
Conference_Titel :
Communication Systems, 2002. ICCS 2002. The 8th International Conference on
Print_ISBN :
0-7803-7510-6
DOI :
10.1109/ICCS.2002.1182480