0
Your cart

Your cart is empty

Books > Computing & IT > Applications of computing > Signal processing

Buy Now

Bayesian Signal Processing - Classical, Modern, and Particle Filtering Methods 2e (Hardcover, 2nd Edition) Loot Price: R3,597
Discovery Miles 35 970
Bayesian Signal Processing - Classical, Modern, and Particle Filtering Methods 2e (Hardcover, 2nd Edition): JV Candy

Bayesian Signal Processing - Classical, Modern, and Particle Filtering Methods 2e (Hardcover, 2nd Edition)

JV Candy

 (sign in to rate)
Loot Price R3,597 Discovery Miles 35 970 | Repayment Terms: R337 pm x 12*

Bookmark and Share

Expected to ship within 10 - 15 working days

Presents the Bayesian approach to statistical signal processing for a variety of useful model sets This book aims to give readers a unified Bayesian treatment starting from the basics (Baye s rule) to the more advanced (Monte Carlo sampling), evolving to the next-generation model-based techniques (sequential Monte Carlo sampling). This next edition incorporates a new chapter on Sequential Bayesian Detection, a new section on Ensemble Kalman Filters as well as an expansion of Case Studies that detail Bayesian solutions for a variety of applications. These studies illustrate Bayesian approaches to real-world problems incorporating detailed particle filter designs, adaptive particle filters and sequential Bayesian detectors. In addition to these major developments a variety of sections are expanded to fill-in-the gaps of the first edition. Here metrics for particle filter (PF) designs with emphasis on classical sanity testing lead to ensemble techniques as a basic requirement for performance analysis. The expansion of information theory metrics and their application to PF designs is fully developed and applied. These expansions of the book have been updated to provide a more cohesive discussion of Bayesian processing with examples and applications enabling the comprehension of alternative approaches to solving estimation/detection problems. The second edition of Bayesian Signal Processing features: * Classical Kalman filtering for linear, linearized, and nonlinear systems; modern unscented and ensemble Kalman filters: and the next-generation Bayesian particle filters * Sequential Bayesian detection techniques incorporating model-based schemes for a variety of real-world problems * Practical Bayesian processor designs including comprehensive methods of performance analysis ranging from simple sanity testing and ensemble techniques to sophisticated information metrics * New case studies on adaptive particle filtering and sequential Bayesian detection are covered detailing more Bayesian approaches to applied problem solving * MATLAB(R) notes at the end of each chapter help readers solve complex problems using readily available software commands and point out other software packages available * Problem sets included to test readers knowledge and help them put their new skills into practice Bayesian Signal Processing, Second Edition is written for all students, scientists, and engineers who investigate and apply signal processing to their everyday problems.

General

Imprint: Wiley-Blackwell
Country of origin: United States
Release date: August 2016
First published: 2016
Authors: JV Candy
Dimensions: 234 x 156 x 35mm (L x W x T)
Format: Hardcover
Pages: 640
Edition: 2nd Edition
ISBN-13: 978-1-119-12545-7
Categories: Books > Computing & IT > Applications of computing > Signal processing
Books > Professional & Technical > Electronics & communications engineering > Communications engineering / telecommunications > General
Promotions
LSN: 1-119-12545-6
Barcode: 9781119125457

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!

You might also like..

Semiconductor Detector Systems
Helmuth Spieler Hardcover R4,596 Discovery Miles 45 960
Digital Signal Processing First, Global…
James McClellan, Ronald Schafer, … Paperback R2,618 Discovery Miles 26 180
Advanced Signal Processing for Industry…
Irshad Ahmad Ansari, Varun Bajaj Hardcover R3,339 Discovery Miles 33 390
Quadrupoles in Electron Lens Design…
Martin Hytch, Peter W. Hawkes Hardcover R6,377 Discovery Miles 63 770
Advances in Imaging and Electron…
Martin Hytch, Peter W. Hawkes Hardcover R6,384 Discovery Miles 63 840
Applied Signal Processing
Sadasivan Puthusserypady Hardcover R3,388 Discovery Miles 33 880
Digital Signal Processing - Pearson New…
John Proakis, Dimitris Manolakis Paperback R2,688 Discovery Miles 26 880
Structural Health Monitoring from…
Magd Abdel Wahab, Yun Lai Zhou, … Hardcover R3,338 Discovery Miles 33 380
Advances in Imaging and Electron Physics…
Peter W. Hawkes, Martin Hytch Hardcover R6,395 Discovery Miles 63 950
Advances in Imaging and Electron…
Peter W. Hawkes, Martin Hytch Hardcover R6,392 Discovery Miles 63 920
Advanced Digital Signal Processing: From…
Edmond Thor Hardcover R3,327 R3,011 Discovery Miles 30 110
Signal Processing: Tools, Techniques…
Graham Eanes Hardcover R3,560 R3,217 Discovery Miles 32 170

See more

Partners