Title :
New results on the blind identification of FIR channels based on second order statistics
Author :
Li, Y. ; Ding, Z.
Author_Institution :
Dept. of Electr. Eng., Auburn Univ., AL, USA
Abstract :
The authors propose a new blind channel identification method based on second order statistics of the channel output. It is shown that the new blind identification method can be used for any FIR channel satisfying the identifiability condition (L. Tong et al. 1991, 1992). The authors implement this identification method through an iteration algorithm. Finally, they present computer simulation results to demonstrate the performance of the method
Keywords :
deconvolution; digital communication; fading; identification; iterative methods; military communication; multipath channels; polynomials; pulse amplitude modulation; statistics; transient response; FIR channels; blind channel identification; identifiability condition; iteration algorithm; performance; second order statistics; Baseband; Computer simulation; Deconvolution; Digital communication; Finite impulse response filter; Higher order statistics; Iterative methods; Pulse modulation; Singular value decomposition; Time factors;
Conference_Titel :
Military Communications Conference, 1993. MILCOM '93. Conference record. Communications on the Move., IEEE
Conference_Location :
Boston, MA
Print_ISBN :
0-7803-0953-7
DOI :
10.1109/MILCOM.1993.408589