System identification using neural networks and higher order statistics

• المؤلف الرئيسي: Ngai, Chee Leong.
• مؤلفون آخرون: Chen, Lihui
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2009
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/19677

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...