Get Generalizations of Cyclostationary Signal Processing: PDF

By Antonio Napolitano

The relative movement among the transmitter and the receiver modifies the nonstationarity homes of the transmitted sign. specifically, the almost-cyclostationarity estate exhibited by way of just about all modulated indications followed in communications, radar, sonar, and telemetry could be remodeled into extra common types of nonstationarity. a formal statistical characterization of the obtained sign permits the layout of sign processing algorithms for detection, estimation, and category that considerably outperform algorithms in response to classical descriptions of signals.Generalizations of Cyclostationary sign Processing addresses those concerns and contains the subsequent key features: 

  • Presents the underlying theoretical framework, observed through information in their functional program, for the mathematical versions of generalized almost-cyclostationary strategies and spectrally correlated strategies; sessions of signs discovering starting to be value in components reminiscent of cellular communications, radar and sonar.
  • Explains moment- and higher-order characterization of nonstationary stochastic tactics in time and frequency domains.
  • Discusses non-stop- and discrete-time estimators of statistical capabilities of generalized almost-cyclostationary techniques and spectrally correlated processes.
  • Provides research of mean-square consistency and asymptotic Normality of statistical functionality estimators.
  • Offers vast research of Doppler channels because of the relative movement among transmitter and receiver and/or surrounding scatterers.
  • Performs sign research utilizing either the classical stochastic-process process and the practical procedure, the place statistical features are outfitted ranging from a unmarried functionality of time.

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Generalizations of Cyclostationary Signal Processing: Spectral Analysis and Applications (Wiley - IEEE) by Antonio Napolitano


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