Cyclostationary Processes and Time Series.: Theory, Applications, and Generalizations

Gives engineers a good understand of cyclostationarity theory and algorithms which can be used with traditional signal processing algorithms to optimize performance. Only book on classical cyclostationary theory and the most recent theoretical advancesDetailed applications in signal detection and estimation, filtering, parameter estimation, source location, system identification, and modulation format classification are given to demonstrate the application of the theoryPresents algorithms for cyclic spectral analysis together with MATLAB/Octave code INDICE: PART I: CYCLOSTATIONARITY 1. General properties and structure of stochastic processes and time-series 2. Ergodic properties and measurement of characteristics 3. Manufactured signals: modelling and analysis 4. Communications systems: analysis and design 5. Signal detection and source location 6. Periodic AR and ARMA modelling and prediction PART II: GENERALIZATIONS OF CYCLOSTATIONARITY 7. Doppler effect and nonstationarity 8. Generalized almost-cyclostationary processes 9. Spectrally correlated processes 10. Oscillatory almost-cyclostationary processes

• ISBN: 978-0-08-102708-0
• Editorial: Academic Press
• Encuadernacion: Rústica
• Páginas: 325
• Fecha Publicación: 01/11/2019
• Nº Volúmenes: 1
• Idioma: Inglés