- Format
- Inbunden (Hardback)
- Språk
- Engelska
- Antal sidor
- 608
- Utgivningsdatum
- 1993-03-01
- Upplaga
- 1
- Förlag
- Prentice Hall
- Volymtitel
- Estimation Theory
- Dimensioner
- 246 x 187 x 37 mm
- Vikt
- Antal komponenter
- 1
- Komponenter
- 2 v. :
- ISBN
- 9780133457117
- 1180 g
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Fundamentals of Statistical Signal Processing, Volume II
Steven M Kay
The most comprehensive overview of signal detection available. This is a thorough, up-to-date introduction to optimizing detection algorithms for implementation on digital computers. It focuses extensively on real-world signal processing applicati...
Innehållsförteckning
1. Introduction.
2. Minimum Variance Unbiased Estimation.
3. Cramer-Rao Lower Bound.
4. Linear Models.
5. General Minimum Variance Unbiased Estimation.
6. Best Linear Unbiased Estimators.
7. Maximum Likelihood Estimation.
8. Least Squares.
9. Method of Moments.
10. The Bayesian Philosophy.
11. General Bayesian Estimators.
12. Linear Bayesian Estimators.
13. Kalman Filters.
14. Summary of Estimators.
15. Extension for Complex Data and Parameters.
Appendix: Review of Important Concepts.
Glossary of Symbols and Abbreviations.