Title :
A numerical approach for performance analysis of higher-order statistics based identification methods
Author :
Abderrahim, K. ; Ben Abdennour, R. ; Msahli, F. ; Ksouri, M. ; Favier, G.
Author_Institution :
Nat. Sch. of Eng. of Gabes, Tunisia
Abstract :
This paper addresses the problem of performance analysis of linear algebra methods for higher-order statistics based identification. We propose another approach which can be used to evaluate the performance of these methods. This approach is based on the use of the condition number of system of equations. To illustrate the effectiveness of our approach, several simulation examples are presented
Keywords :
higher order statistics; identification; linear algebra; linear systems; sensitivity analysis; FIR systems; higher-order statistics; identification; linear algebra; linear systems; performance analysis; sensitivity analysis; Algorithm design and analysis; Equations; Finite impulse response filter; Higher order statistics; Linear algebra; Linear systems; Performance analysis; Robustness; Symmetric matrices; Vectors;
Conference_Titel :
Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
Conference_Location :
Tokyo
Print_ISBN :
0-7803-5731-0
DOI :
10.1109/ICSMC.1999.815527
