Title :
On the use of kernel structure for blind equalization
Author :
Gunther, Jacob H. ; Swindlehurst, A. Lee
Author_Institution :
Dept. of Electr. & Comput. Eng., Brigham Young Univ., Provo, UT, USA
Abstract :
The mathematical theory of kernel (null space) structure of Hankel and Hankel-like matrices is applied to the problem of blind equalization of co-channel signals. This work builds on recently introduced ideas in blind equalization where the symbols are treated as deterministic parameters and estimated directly without estimating the channel first. The main contribution of the new approach is that it allows the simultaneous exploitation of shift structure in the data model and the finite alphabet property of the signals
Keywords :
Hankel matrices; adaptive equalisers; digital communication; parameter estimation; Hankel matrices; blind equalization; co-channel signals; deterministic parameters; finite alphabet property; kernel structure; parameter estimation; shift structure; Antenna arrays; Blind equalizers; Buildings; Data models; Jacobian matrices; Kernel; Mathematics; Null space; Parameter estimation; Receiving antennas;
Conference_Titel :
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-4428-6
DOI :
10.1109/ICASSP.1998.679593