System identification using neural networks and higher order statistics

• Main Author: Ngai, Chee Leong.
• Other Authors: Chen, Lihui
• Format: Theses and Dissertations
• Language: English
• Published: 2009
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/19677
• Institution: Nanyang Technological University

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...