DocumentCode
349910
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
Volume
5
fYear
1999
fDate
1999
Firstpage
92
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
Conference_Location
Tokyo
ISSN
1062-922X
Print_ISBN
0-7803-5731-0
Type
conf
DOI
10.1109/ICSMC.1999.815527
Filename
815527
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