Statistical Signal Processing

Louis Scharf (Autor)

Buch | Softcover

544 Seiten

1991
Pearson (Verlag)
978-0-201-19038-0 (ISBN)

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The field of statistical signal processing embraces the many mathematical procedures that engineers and statisticians use to draw inference from imperfect or incomplete measurements. This textbook presents the fundamental ideas in statistical signal processing along four distinct lines: mathematical and statistical preliminaries; decision theory; estimation theory; and time series analysis.

1. Introduction.

2. Rudiments of Linear Algebra and Multivariate Normal Theory.

3. Sufficiency and MVUB Estimators.

4. Neyman-Pearson Detectors.

5. Bayes Detectors.

6. Maximum Likelihood Estimators.

7. Bayes Estimators.

8. Minimum Mean-Squared Error Estimators.

9. Least Squares.

10. Linear Prediction.

11. Modal Analysis.

Erscheint lt. Verlag	8.1.1991
Sprache	englisch
Maße	159 x 235 mm
Gewicht	830 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Themenwelt	Mathematik / Informatik ► Mathematik ► Statistik
ISBN-10	0-201-19038-9 / 0201190389
ISBN-13	978-0-201-19038-0 / 9780201190380
Zustand	Neuware