Najim, Mohamed
Modeling, Estimation and Optimal Filtration in Signal Processing
Firstly, discrete-time linear models such as AR, MA and ARMA models, their properties and their limitations are introduced. In addition, sinusoidal models are addressed.
Secondly, estimation approaches based on least squares methods and instrumental variable techniques are presented.
Finally, the book deals with optimal filters, i.e. Wiener and Kalman filtering, and adaptive filters such as the RLS, the LMS and their variants.
- Tekijä(t)
- Najim, Mohamed
- Julkaisija
- John Wiley and Sons, Inc.
- Julkaisuvuosi
- 2008
- Kieli
- en
- Painos
- 1
- Sivumäärä
- 400 sivua
- Kategoria
- Tekniikka, energia, liikenne
- Tiedostomuoto
- E-kirja
- eISBN (PDF)
- 9780470393680
- Painetun ISBN
- 9781848210226