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Academic Press Library in Signal Processing by Rama Chellappa, Sergios Theodoridis

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Chapter 11

Parametric Estimation

Suleyman Serdar Kozat* and Andrew C. Singer,    *Department of Electrical and Electronics Engineering, Koc University Istanbul, Turkey,    110 CSL, 1308 West Main Street, Urbana, IL, USA

Abstract

An important engineering concept is that of modeling signals and systems in a manner that enables their study, analysis and control. We seek models that are relatively easy to compute or estimate, yet at the same time provide insight into the salient characteristics of the signals or systems under study. One way to control the complexity of such models is through the use of parametric models. These are models that explicitly depend on a fixed number of parameters. In this chapter, we explore parametric models for signals ...

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