Signal processing with alpha-stable distributions and applications
著者
書誌事項
Signal processing with alpha-stable distributions and applications
（Adaptive and learning systems for signal processing, communications, and control）
John Wiley & Sons, c1995
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注記
"A Wiley-Interscience publication."
Includes bibliographical references (p. 159-165) and index
内容説明・目次
内容説明
Presenting a survey of the statistical properties, methods and applications of symmetrical alpha-stable distributions, this study emphasizes the practical rather than the theoretical aspects of signal processing. Major topics covered in this resource include statistical methods in signal processing (including both the Gaussian and alpha-stable models), stable distribution, fractional lower-order moments and methods for estimating the parameters of a stable distribution from sample data.
目次
- The Stable Distribution
- Symmetric Stable Random Processes
- Covariation and Conditional Expectation
- Parameter Estimates for Symmetric Stable Distributions
- Estimation of Covariations
- Parametric Models of Stable Processes
- Linear Theory of Stable Processes
- Symmetric Stable Models for Impulsive Noise
- Signal Detection in Stable Noise
- Current and Future Trends in Signal Processing with Alpha-Stable Distributions.
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