Title :
Local convergence of `globally convergent´ blind adaptive equalization algorithms
Author :
Ding, Zhi ; Johnson, C. Richard, Jr. ; Kennedy, Rodney A.
Author_Institution :
Dept. of Electr. Eng., Auburn Univ., AL, USA
Abstract :
It is shown, through the analysis of nullspace for the channel convolution matrix, that the behavior of a finitely parameterized Godard equalizer in general can never achieve or approximate the desirable global convergence performance of an infinitely parameterized noncausal Godard equalizer. Nullspace theory is supported by a simple example showing ill-convergence of the Godard algorithm
Keywords :
convergence; equalisers; matrix algebra; signal processing; blind adaptive equalization algorithms; channel convolution matrix; finitely parameterized Godard equalizer; global convergence; infinitely parameterized noncausal Godard equalizer; local convergence; nullspace analysis; signal processing; Adaptive equalizers; Algorithm design and analysis; Australia Council; Blind equalizers; Constellation diagram; Convergence; Information science; Intersymbol interference; Noise robustness; Quadrature amplitude modulation;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1991. ICASSP-91., 1991 International Conference on
Conference_Location :
Toronto, Ont.
Print_ISBN :
0-7803-0003-3
DOI :
10.1109/ICASSP.1991.150532