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Nonlinear System Identification Methods

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

In chapter 1, we discussed the importance of nonlinear systems in everyday life. In this chapter, we present the different methods of identifying nonlinear systems based on the model of describing the system. The importance of the model used in describing the nonlinear system is underscored here because the model chosen ultimately determines the quality and type of solution realized. A system identification method is only as good as the model it utilizes.

Keywords

Less Mean Square Adaptive Filter Natural Gradient Less Mean Square Algorithm System Identification Method 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer Science+Business Media, LLC 2007

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