Cyclostationary Processes and Time Series

  • Author : Antonio Napolitano
  • Publsiher : Academic Press
  • Release : 24 October 2019
  • ISBN : 9780081027370
  • Page : 626 pages
  • Rating : 4/5 from 21 voters

Download or read online book entitled Cyclostationary Processes and Time Series written by Antonio Napolitano and published by Academic Press. This book was released on 24 October 2019 with total page 626 pages. Available in PDF, EPUB and Kindle. Get best books that you want by click Get Book Button and Read as many books as you like. Book Excerpt : Many processes in nature arise from the interaction of periodic phenomena with random phenomena. The results are processes that are not periodic, but whose statistical functions are periodic functions of time. These processes are called cyclostationary and are an appropriate mathematical model for signals encountered in many fields including communications, radar, sonar, telemetry, acoustics, mechanics, econometrics, astronomy, and biology. Cyclostationary Processes and Time Series: Theory, Applications, and Generalizations addresses these issues and includes the following key features. Presents the foundations and developments of the second- and higher-order theory of cyclostationary signals Performs signal analysis using both the classical stochastic process approach and the functional approach for time series Provides applications in signal detection and estimation, filtering, parameter estimation, source location, modulation format classification, and biological signal characterization Includes algorithms for cyclic spectral analysis along with Matlab/Octave code Provides generalizations of the classical cyclostationary model in order to account for relative motion between transmitter and receiver and describe irregular statistical cyclicity in the data

Cyclostationary Processes and Time Series

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Author: Antonio Napolitano
Publisher: Academic Press
Relase: 2019-10-24
ISBN: 9780081027370
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