Adaptive Filtering Under Minimum Mean p-Power Error Criterion Ebook Tooltip

Afbeeldingen

Inkijkexemplaar

Artikel vergelijken

  • Engels
  • E-book
  • 9781040015957
  • 31 mei 2024
  • Adobe ePub
Alle productspecificaties

Samenvatting

Adaptive filtering still receives attention in engineering as the use of the adaptive filter provides improved performance over the use of a fixed filter under the time-varying and unknown statistics environments. This application evolved communications, signal processing, seismology, mechanical design, and control engineering. The most popular optimization criterion in adaptive filtering is the well-known minimum mean square error (MMSE) criterion, which is, however, only optimal when the signals involved are Gaussian-distributed. Therefore, many "optimal solutions" under MMSE are not optimal. As an extension of the traditional MMSE, the minimum mean p-power error (MMPE) criterion has shown superior performance in many applications of adaptive filtering. This book aims to provide a comprehensive introduction of the MMPE and related adaptive filtering algorithms, which will become an important reference for researchers and practitioners in this application area. The book is geared to senior undergraduates with a basic understanding of linear algebra and statistics, graduate students, or practitioners with experience in adaptive signal processing.

Key Features:

  • Provides a systematic description of the MMPE criterion.
  • Many adaptive filtering algorithms under MMPE, including linear and nonlinear filters, will be introduced.
  • Extensive illustrative examples are included to demonstrate the results.

Productspecificaties

Inhoud

Taal
en
Bindwijze
E-book
Oorspronkelijke releasedatum
31 mei 2024
Ebook Formaat
Adobe ePub

Betrokkenen

Hoofdauteur
Wentao Ma
Tweede Auteur
Badong Chen
Hoofduitgeverij
Chapman and Hall/CRC

Lees mogelijkheden

Lees dit ebook op
Desktop (Mac en Windows) | Kobo e-reader | Android (smartphone en tablet) | iOS (smartphone en tablet) | Windows (smartphone en tablet)

Overige kenmerken

Editie
1
Studieboek
Nee

EAN

EAN
9781040015957
Nog geen reviews

Kies gewenste uitvoering

Prijsinformatie en bestellen

De prijs van dit product is 53 euro.
Nog niet verschenen - reserveer een exemplaar
Beschikbaar op 31-05-2024
Verkoop door bol
  • E-book is direct beschikbaar na aankoop
  • E-books lezen is voordelig
  • Dag en nacht klantenservice
  • Veilig betalen
Houd er rekening mee dat je downloadartikelen niet kunt annuleren of retourneren. Bij nog niet verschenen producten kun je tot de verschijningsdatum annuleren.
Zie ook de retourvoorwaarden