Generalizations of Cyclostationary Signal Processing - Spectral Analysis and Applications

Name: Generalizations of Cyclostationary Signal Processing - Spectral Analysis and Applications
Brand: John Wiley and Sons Ltd
SKU: 9781119973355
Price: 642.66 PLN
Availability: InStock

Autor: Antonio Napolitano

Język:

Oprawa: Twarda

Wydawca: John Wiley and Sons Ltd

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The relative motion between the transmitter and the receiver modifies the nonstationarity properties...

Informacje o książce

Autor

Antonio Napolitano

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2012

strony

492

EAN

9781119973355

ISBN

111997335X

Enbook ID

01402008

Wydawca

John Wiley and Sons Ltd

Waga

902

Wymiary

172 x 177 x 29

Pełny opis

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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Generalizations of Cyclostationary Signal Processing - Spectral Analysis and Applications

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