 Adaptive Filtering and Change Detection
ISBN: 978-0-471-49287-0
Hardcover
510 pages
October 2000
US $190.00
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INTRODUCTION
Extended Summary.
Applications.
SIGNAL ESTIMATION
On-Line Approaches.
Off-Line Approaches.
PARAMETER ESTIMATION
Adaptive Filtering.
Change Detection Based on Sliding Windows
Change Detection Based on Filter Banks
STATE ESTIMATION
Kalman Filtering
Change Detection Based on Likelihood Ratios
Change Detection Based on Multiple Models
Change Detection Based on Algebraical Consistency Tests
THEORY
Evaluation Theory
Linear Estimation
A. Signal models and notation
B. Fault detection terminology
Extended Summary.
Applications.
SIGNAL ESTIMATION
On-Line Approaches.
Off-Line Approaches.
PARAMETER ESTIMATION
Adaptive Filtering.
Change Detection Based on Sliding Windows
Change Detection Based on Filter Banks
STATE ESTIMATION
Kalman Filtering
Change Detection Based on Likelihood Ratios
Change Detection Based on Multiple Models
Change Detection Based on Algebraical Consistency Tests
THEORY
Evaluation Theory
Linear Estimation
A. Signal models and notation
B. Fault detection terminology
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