Mohlo by sa vám tiež páčiť

Viac informácií o knihe Numerical Bayesian Methods Applied to Signal Processing

• Parametre knihy
• Anotácia kniha
• Obľúbené z iného súdka

Nákupom získate 685 bodov

Anotácia knihy

This book is concerned with the processing of signals that have been sampled and digitized. The authors present algorithms for the optimization, random simulation, and numerical integration of probability densities for applications of Bayesian inference to signal processing. In particular, methods are developed for the computation of marginal densities and evidence, and are applied to previously intractable problems either involving large numbers of parameters or where the signal model is of a complex form. The emphasis is on the applications of these methods notably to the restoration of digital audio recordings and biomedical data. After a chapter which sets out the main principles of Bayesian inference applied to signal processing, subsequent chapters cover numerical approaches to these techniques, the use of Markov chain Monte Carlo methods, the identification of abrupt changes in data using the Bayesian piecewise linear model, and identifying missing samples in digital audio signals.

Parametre knihy

Zaradenie knihy Knihy po anglicky Mathematics & science Mathematics Probability & statistics

• Celý názov: Numerical Bayesian Methods Applied to Signal Processing
• Autor: Joseph J.K. O Ruanaidh, William J. Fitzgerald
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 244
• EAN: 9781461268802
• ISBN: 146126880X
• ID: 02179609
• Nakladateľ: Springer-Verlag New York Inc.
• Hmotnosť: 409 g
• Rozmery: 235 × 155 × 15 mm
• Dátum vydania: 23. October 2012

Obľúbené z iného súdka

---

---

---