Nonlinear Adaptive System Identification Based on Volterra Models

Part of the Signals And Communication Technology book series (SCT)

The Volterra series model has become quite popular in adaptive nonlinear filtering circles in the last few years. A linear system can be completely described by the unit impulse response. The Volterra series representation is an extension of linear system theory. This extension shows the highly complex nature of nonlinear filtering. Consequently, many researchers have restricted themselves to certain low-order systems which are mostly based on the Volterra model.


Bilinear System Volterra Series Volterra Model Bilinear Model Unit Impulse Response 
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© Springer Science+Business Media, LLC 2007

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