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Nonlinear Digital Filtering with Python

An Introduction

Jezik EngleskiEngleski
Knjiga Tvrdi uvez
Knjiga Nonlinear Digital Filtering with Python Moncef Gabbouj
Libristo kod: 09407283
Nakladnici Taylor & Francis Inc, rujan 2015
Nonlinear Digital Filtering with Python: An Introduction discusses important structural filter class... Cijeli opis
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Nonlinear Digital Filtering with Python: An Introduction

discusses important structural filter classes including the median filter and a number of its extensions (e.g., weighted and recursive median filters), and Volterra filters based on polynomial nonlinearities. Adopting both structural and behavioral approaches in characterizing and designing nonlinear digital filters, this book:

  • Begins with an expedient introduction to programming in the free, open-source computing environment of Python
  • Uses results from algebra and the theory of functional equations to construct and characterize behaviorally defined nonlinear filter classes
  • Analyzes the impact of a range of useful interconnection strategies on filter behavior, providing Python implementations of the presented filters and interconnection strategies
  • Proposes practical, bottom-up strategies for designing more complex and capable filters from simpler components in a way that preserves the key properties of these components
  • Illustrates the behavioral consequences of allowing recursive (i.e., feedback) interconnections in nonlinear digital filters while highlighting a challenging but promising research frontier

Nonlinear Digital Filtering with Python: An Introduction supplies essential knowledge useful for developing and implementing data cleaning filters for dynamic data analysis and time-series modeling.

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Informacije o knjizi

Puni naziv Nonlinear Digital Filtering with Python
Autor Moncef Gabbouj
Jezik Engleski
Uvez Knjiga - Tvrdi uvez
Datum izdanja 2015
Broj stranica 286
EAN 9781498714112
ISBN 9781498714112
Libristo kod 09407283
Nakladnici Taylor & Francis Inc
Težina 630
Dimenzije 163 x 243 x 23

Kategorija

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Electronics: circuits & components
Technology, Engineering, Agriculture > Biochemical engineering > Biotechnology
Technology, Engineering, Agriculture > Electronics & communications engineering > Communications engineering / telecommunications
Medicine & Nursing > Pre-clinical medicine: basic sciences
Computing & Information Technology > Computer programming / software engineering
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