Logo

Detection of Abrupt Changes: Theory and Application

Small book cover: Detection of Abrupt Changes: Theory and Application

Detection of Abrupt Changes: Theory and Application
by

Publisher: Prentice-Hall
ISBN/ASIN: 0131267809
ISBN-13: 9780131267800
Number of pages: 469

Description:
This book presents mathematical tools and techniques for solving change detection problems in wide domains like signal processing, controlled systems and monitoring. The book covers a wide class of stochastic processes, from scalar independent observations to multidimensional dependent ARMA and state-space models, the properties of the algorithms for statistical change detection, tuning and optimizing change detection in real-world applications. The book is intended for engineers and researchers involved in signal processing, and others.

Download or read it online for free here:
Download link
(2.9MB, PDF)

Similar books

Book cover: Structure and Interpretation of Signals and SystemsStructure and Interpretation of Signals and Systems
by - Addison Wesley
An introduction to signals and systems for electrical engineering, computer engineering, and computer science students. The material motivates signals and systems through sound and images, as opposed to circuits. Calculus is the only prerequisite.
(9121 views)
Book cover: The Theory of Linear PredictionThe Theory of Linear Prediction
by - Morgan and Claypool Publishers
Linear prediction theory has had a profound impact in the field of digital signal processing. This book focuses on the theory of vector linear prediction and line spectral processes. There are several examples and computer-based demonstrations.
(9626 views)
Book cover: An Introduction to Statistical Signal ProcessingAn Introduction to Statistical Signal Processing
by - Cambridge University Press
The book covers basic probability, random objects, expectation, second order moment theory with examples of the random process models and their basic properties, specific applications for communication, estimation, detection, modulation.
(18796 views)
Book cover: Introduction to Digital Filters: with Audio ApplicationsIntroduction to Digital Filters: with Audio Applications
by - W3K Publishing
An introduction to digital filters, it covers mathematical theory, useful examples, audio applications, and some software starting points and Matlab programming examples. The theory treats concepts in digital filter analysis and linear systems theory.
(13780 views)