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Books > Computing & IT > Applications of computing > Signal processing
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Signal Processing - A Mathematical Approach, Second Edition (Hardcover, 2nd edition)
Loot Price: R5,860
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Signal Processing - A Mathematical Approach, Second Edition (Hardcover, 2nd edition)
Series: Chapman & Hall/CRC Monographs and Research Notes in Mathematics
Expected to ship within 12 - 19 working days
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Signal Processing: A Mathematical Approach is designed to show how
many of the mathematical tools the reader knows can be used to
understand and employ signal processing techniques in an applied
environment. Assuming an advanced undergraduate- or graduate-level
understanding of mathematics-including familiarity with Fourier
series, matrices, probability, and statistics-this Second Edition:
Contains new chapters on convolution and the vector DFT, plane-wave
propagation, and the BLUE and Kalman filters Expands the material
on Fourier analysis to three new chapters to provide additional
background information Presents real-world examples of applications
that demonstrate how mathematics is used in remote sensing
Featuring problems for use in the classroom or practice, Signal
Processing: A Mathematical Approach, Second Edition covers topics
such as Fourier series and transforms in one and several variables;
applications to acoustic and electro-magnetic propagation models,
transmission and emission tomography, and image reconstruction;
sampling and the limited data problem; matrix methods, singular
value decomposition, and data compression; optimization techniques
in signal and image reconstruction from projections;
autocorrelations and power spectra; high-resolution methods;
detection and optimal filtering; and eigenvector-based methods for
array processing and statistical filtering, time-frequency
analysis, and wavelets.
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