Title :
FIR channel identification in multirate communication systems with a subspace method
Author :
Yan, Hongbo ; Roy, Sumit
Author_Institution :
Dept. of Electr. Eng., Washington Univ., Seattle, WA, USA
Abstract :
The problem of blind channel identification for multirate, multiuser communication systems is addressed. By exploiting symbol rate differences, it is shown that users can be separated based on the autocorrelation of the received signal, thus reducing the problem to the familiar single rate setting. A subspace method is then developed to identify the channel associated with each user. Simulations are used to explore algorithm performance as a function of key factors such as signal-to-noise ratio (SNR) and signal-to-interference ratio (SIR)
Keywords :
correlation methods; multiuser channels; parameter estimation; personal communication networks; statistical analysis; FIR channel identification; SIR; SNR; autocorrelation function; blind channel identification; channel parameter estimation; equalization; multirate communication systems; multiuser communication systems; personal communication systems; received signal autocorrelation; receiver design; signal-to-interference ratio; signal-to-noise ratio; subspace method; symbol rate differences; Autocorrelation; Bandwidth; Blind equalizers; Channel estimation; Finite impulse response filter; Higher order statistics; Interference; Multipath channels; Signal processing; Signal to noise ratio;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location :
Salt Lake City, UT
Print_ISBN :
0-7803-7041-4
DOI :
10.1109/ICASSP.2001.940406