Statistical Signal Processing of Complex-Valued Data: The Theory of Improper and Noncircular Signals
Autor Peter J. Schreier, Louis L. Scharfen Limba Engleză Hardback – 3 feb 2010
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Specificații
ISBN-13: 9780521897723
ISBN-10: 0521897726
Pagini: 330
Ilustrații: 55 b/w illus. 3 tables
Dimensiuni: 179 x 3 x 20 mm
Greutate: 0.82 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:Cambridge, United Kingdom
ISBN-10: 0521897726
Pagini: 330
Ilustrații: 55 b/w illus. 3 tables
Dimensiuni: 179 x 3 x 20 mm
Greutate: 0.82 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:Cambridge, United Kingdom
Cuprins
1. The origins and uses of complex signals; 2. Introduction to complex random vectors and processes; 3. Second-order description of complex random vectors; 4. Correlation analysis; 5. Estimation; 6. Performance bounds for parameter estimation; 7. Detection; 8. Wide-sense stationary processes; 9. Nonstationary processes; 10. Cyclostationary processes; Appendix A. Rudiments of matrix analysis; Appendix B. Complex differential calculus (Wirtinger calculus); Appendix C. Introduction to majorization.
Recenzii
"This book must be in the personal library of everyone who deals with random complex variables."
Guy Jumarie, Mathematical Reviews
Guy Jumarie, Mathematical Reviews
Notă biografică
Descriere
Provides the tools and algorithms needed to deal with improper and noncircular complex signals, and highlights the resulting real-world payoffs.