基于遗传算法的i - id激励下二次系统盲辨识

Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005. Pub Date : 2005-08-28 DOI:10.1109/ISSPA.2005.1580975

I. Cherif, S. Abid, F. Fnaiech

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引用次数: 3

摘要

提出了一种二次型盲系统辨识的新方法。该方法通过遗传算法(GA)使模型核与输出累积量之间的非线性关系达到三阶。仿真结果表明了该方法的良好性能。

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Blind identification of quadratic systems under i.i.d. excitation using genetic algorithms

In this paper, a new approach to quadratic blind system identification is proposed. This approach enables a nonlinear relationship between model kernels and output cumulants up to the third order by means of Genetic Algorithm (GA). Simulation results are presented to show good performance of this approach.

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来源期刊

Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005.

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