Generalizations of Cyclostationary Signal Processing
eBook - ePub

Generalizations of Cyclostationary Signal Processing

Spectral Analysis and Applications

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Generalizations of Cyclostationary Signal Processing

Spectral Analysis and Applications

About this book

The relative motion between the transmitter and the receiver modifies the nonstationarity properties of the transmitted signal. In particular, the almost-cyclostationarity property exhibited by almost all modulated signals adopted in communications, radar, sonar, and telemetry can be transformed into more general kinds of nonstationarity. A proper statistical characterization of the received signal allows for the design of signal processing algorithms for detection, estimation, and classification that significantly outperform algorithms based on classical descriptions of signals.Generalizations of Cyclostationary Signal Processing addresses these issues and includes the following key features: 

  • Presents the underlying theoretical framework, accompanied by details of their practical application, for the mathematical models of generalized almost-cyclostationary processes and spectrally correlated processes; two classes of signals finding growing importance in areas such as mobile communications, radar and sonar.
  • Explains second- and higher-order characterization of nonstationary stochastic processes in time and frequency domains.
  • Discusses continuous- and discrete-time estimators of statistical functions of generalized almost-cyclostationary processes and spectrally correlated processes.
  • Provides analysis of mean-square consistency and asymptotic Normality of statistical function estimators.
  • Offers extensive analysis of Doppler channels owing to the relative motion between transmitter and receiver and/or surrounding scatterers.
  • Performs signal analysis using both the classical stochastic-process approach and the functional approach, where statistical functions are built starting from a single function of time.

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Yes, you can access Generalizations of Cyclostationary Signal Processing by Antonio Napolitano in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Signals & Signal Processing. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Title Page
  3. Copyright
  4. Dedication
  5. About the Author
  6. Acknowledgements
  7. Preface
  8. List of Abbreviations
  9. Chapter 1: Background
  10. Chapter 2: Generalized Almost-Cyclostationary Processes
  11. Chapter 3: Complements and Proofs on Generalized Almost-Cyclostationary Processes
  12. Chapter 4: Spectrally Correlated Processes
  13. Chapter 5: Complements and Proofs on Spectrally Correlated Processes
  14. Chapter 6: Functional Approach for Signal Analysis
  15. Chapter 7: Applications to Mobile Communications and Radar/Sonar
  16. Chapter 8: Bibliographic Notes
  17. References
  18. Index