Statistical Signal Processing of Complex-Valued Data : The Theory of Improper and Noncircular S...
ISBN: 9780521897723 | 0521897726
Edition: 1stFormat: Hardcover
Publisher: Cambridge University Press
Pub. Date: 3/15/2010
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This first all-inclusive account of statistical signal processing for improper and noncircular complex signals provides the tools and algorithms needed to deal with such signals and shows the payoffs that can be gained. Coverage of fundamental theory is broad, and examples and real-world applications are included to illustrate the theory.
Complex-valued random signals are embedded in the very fabric of science and engineering, yet the usual assumptions made about their statistical behavior are often a poor represen... MORE
Complex-valued random signals are embedded in the very fabric of science and engineering, yet the usual assumptions made about their statistical behavior are often a poor represen... MORE
| The origins and uses of complex signals | |
| Introduction to complex random vectors and processes | |
| Second-order description of complex random vectors | |
| Correlation analysis | |
| Estimation | |
| Performance bounds for parameter estimation | |
| Detection | |
| Wide-sense stationary processes | |
| Nonstationary processes | |
| Cyclostationary... MORE | |
| Rudiments of matrix analysis | |
| Complex differential calculus (Wirtinger calculus) | |
| Introduction to majorization | |
| Table of Contents provided by Publisher. All Rights Reserved. |
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