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  3. Statistical Signal Processing of Complex-Valued Data
  • Cited by 594
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    • Publisher:
      Cambridge University Press
      Publication date:
      January 2011
      February 2010
      ISBN:
      9780511815911
      9780521897723
      DOI:
      https://doi.org/10.1017/CBO9780511815911
      Dimensions:
      (247 x 174 mm)
      Weight & Pages:
      0.81kg, 330 Pages
      Dimensions:
      Weight & Pages:
      • Subjects:
      Communications and Signal Processing, Engineering
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    Subjects:
    Communications and Signal Processing, Engineering
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    Book description

    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.

    Reviews

    "This book must be in the personal library of everyone who deals with random complex variables."
    Guy Jumarie, Mathematical Reviews

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