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Signal Analysis

Книга: Signal Analysis
Автор: Mertins A.
Издательство: Wiley-IEEE Press
Страниц: 966
Формат: DJVU
Размер: 3.4 Mb
Качество: Отличное
Язык: Английский
Год издания: 1999

Signal analysis, a method of arriving at a structural description of a signal so that later high-level algorithms can interpret its content, is a growing field with an increasing number of applications. Signal Analysis: Time, Frequency, Scale, and Structure opens a window into the practice of signal analysis by providing a gradual yet thorough introduction to the theory behind signal analysis as well as the abstract mathematics and functional analysis which may be new to many readers.

Making the material accessible for readers of different levels of mathematical background, the authors clarify the basic concepts and types of signals and slowly build up to mastering the mathematics of Hilbert spaces, complex analysis, distributions, random signals, and analog Fourier transforms

Chapters cover:
Concepts of analog, discrete, and digital signals
Discrete systems and signal spaces, including linear and convolutional systems and lp signal spaces
Time domain signal analysis including segmentation and thresholding, filtering and enhancement, and edge and pattern detection
Continuous, discrete, and generalized Fourier transforms
The z-transform, time-frequency and time-scale signal transforms
Frequency domain and mixed-domain signal analysis.

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