Detection of abrupt changes : theory and application
Print Book, English, ©1993
Prentice Hall, Englewood Cliffs, N.J., ©1993
xxv, 528 pages : illustrations ; 24 cm.
9780131267800, 0131267809
27108317
6.2. Modeling Issues. 7. Additive Changes in Linear Models. 7.2. Statistical Approach. 7.3. Properties of the Statistical Algorithms. 7.4. Geometrical Approach. 7.5. Basic Geometrical/Statistical Links. 8. Nonadditive Changes
Scalar Signals. 8.2. Conditional Densities and Likelihood Ratio. 8.3. AR/ARMA Models and the Likelihood Ratio. 8.4. Non-Likelihood-Based Algorithm. 8.5. Detectability. 8.6. Implementation Issues. 8.7. Off-line Algorithms. 9. Nonadditive Changes
Multidimensional Signals. 9.2. AR/ARMA Models and the Likelihood Ratio. 9.3. Detection and Diagnosis of Changes in the Eigenstructure. 9.4. Detectability. 9.5. Properties of the Algorithms for Nonadditive Changes
III. Tuning and Applications. 10. Implementation and Tuning. 10.1. General Methodology. 10.2. Scalar Case. 10.3. Vector Case with Linear Decision Function. 10.4. Vector Case with Quadratic Decision Function. 11. Applications. 11.1. Examples of the Use of Some Algorithms. 11.2. Examples of Potential Areas of Application
Appendix : Models for Vibration Monitoring