System identification using neural networks and higher order statistics

The objective of this dissertation is to use neural network technology, in conjunction with second order statistics and higher order statistics, to identify signal models. Classical system identification method has always been based on the assumption that the observed signal is Gaussian. This type o...

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Bibliographic Details
Main Author: Ngai, Chee Leong.
Other Authors: Chen, Lihui
Format: Thesis
Language:English
Published: 2009
Subjects:
Online Access:http://hdl.handle.net/10356/19677