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Analog and Digital Signal Analysis - From Basics to Applications (Paperback, Softcover reprint of the original 1st ed. 2016)
Loot Price: R2,039
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Analog and Digital Signal Analysis - From Basics to Applications (Paperback, Softcover reprint of the original 1st ed. 2016)
Series: Modern Acoustics and Signal Processing
Expected to ship within 10 - 15 working days
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This book provides comprehensive, graduate-level treatment of
analog and digital signal analysis suitable for course use and
self-guided learning. This expert text guides the reader from the
basics of signal theory through a range of application tools for
use in acoustic analysis, geophysics, and data compression. Each
concept is introduced and explained step by step, and the necessary
mathematical formulae are integrated in an accessible and intuitive
way. The first part of the book explores how analog systems and
signals form the basics of signal analysis. This section covers
Fourier series and integral transforms of analog signals, Laplace
and Hilbert transforms, the main analog filter classes, and signal
modulations. Part II covers digital signals, demonstrating their
key advantages. It presents z and Fourier transforms, digital
filtering, inverse filters, deconvolution, and parametric modeling
for deterministic signals. Wavelet decomposition and reconstruction
of non-stationary signals are also discussed. The third part of the
book is devoted to random signals, including spectral estimation,
parametric modeling, and Tikhonov regularization. It covers
statistics of one and two random variables and the principles and
methods of spectral analysis. Estimation of signal properties is
discussed in the context of ergodicity conditions and parameter
estimations, including the use of Wiener and Kalman filters. Two
appendices cover the basics of integration in the complex plane and
linear algebra. A third appendix presents a basic Matlab toolkit
for computer signal analysis. This expert text provides both a
solid theoretical understanding and tools for real-world
applications.
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