The Resource Statistical signal processing of complex-valued data : the theory of improper and noncircular signals, Peter J. Schreier, Louis L. Scharf

Statistical signal processing of complex-valued data : the theory of improper and noncircular signals, Peter J. Schreier, Louis L. Scharf

Label
Statistical signal processing of complex-valued data : the theory of improper and noncircular signals
Title
Statistical signal processing of complex-valued data
Title remainder
the theory of improper and noncircular signals
Statement of responsibility
Peter J. Schreier, Louis L. Scharf
Creator
Contributor
Subject
Language
eng
Summary
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 representation of the underlying physics. This book deals with improper and noncircular complex signals, which do not conform to classical assumptions, and it demonstrates how correct treatment of these signals can have significant payoffs. The book begins with detailed coverage of the fundamental theory and presents a variety of tools and algorithms for dealing with improper and noncircular signals. It provides a comprehensive account of the main applications, covering detection, estimation, and signal analysis of stationary, nonstationary, and cyclostationary processes. Providing a systematic development from the origin of complex signals to their probabilistic description makes the theory accessible to newcomers. This book is ideal for graduate students and researchers working with complex data in a range of research areas from communications to oceanography. (publisher)
Cataloging source
N$T
Dewey number
621.3822
Illustrations
illustrations
Index
index present
LC call number
TK5102.9
LC item number
.S37 2010eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Label
Statistical signal processing of complex-valued data : the theory of improper and noncircular signals, Peter J. Schreier, Louis L. Scharf
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
http://library.link/vocab/branchCode
  • net
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Ch 1. The origins and uses of complex signals -- Ch 2. Introduction to complex random vectors and processes -- Ch 3. Second-order description of complex random vectors -- Ch 4. Correlation analysis -- Ch 5. Estimation -- Ch 6. Performance bounds for parameter estimation -- Ch 7. Detection -- Ch 8. Wide-sense stationary processes -- Ch 9. Nonstationary processes -- Ch 10. Cyclostationary processes -- Appendix A. Rudiments of matrix analysis -- Appendix B. Complex differential calculus (Wirtinger calculus) -- Appendix C. Introduction to majorization
Control code
ocn648735947
Dimensions
unknown
Extent
1 online resource (xix, 309 pages)
File format
unknown
Form of item
online
Isbn
9781282539051
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations
Quality assurance targets
not applicable
http://library.link/vocab/recordID
.b25137025
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)648735947
  • cbo0511677723

Library Locations

    • Deakin University Library - Geelong Waurn Ponds CampusBorrow it
      75 Pigdons Road, Waurn Ponds, Victoria, 3216, AU
      -38.195656 144.304955
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