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Gabor Analysis and Algorithms - Theory and Applications (Hardcover, 1998 ed.)
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Gabor Analysis and Algorithms - Theory and Applications (Hardcover, 1998 ed.)
Series: Applied and Numerical Harmonic Analysis
Expected to ship within 12 - 17 working days
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In his paper Theory of Communication [Gab46], D. Gabor proposed the
use of a family of functions obtained from one Gaussian by time-and
frequency shifts. Each of these is well concentrated in time and
frequency; together they are meant to constitute a complete
collection of building blocks into which more complicated
time-depending functions can be decomposed. The application to
communication proposed by Gabor was to send the coeffi cients of
the decomposition into this family of a signal, rather than the
signal itself. This remained a proposal-as far as I know there were
no seri ous attempts to implement it for communication purposes in
practice, and in fact, at the critical time-frequency density
proposed originally, there is a mathematical obstruction; as was
understood later, the family of shifted and modulated Gaussians
spans the space of square integrable functions [BBGK71, Per71] (it
even has one function to spare [BGZ75] . . . ) but it does not
constitute what we now call a frame, leading to numerical insta
bilities. The Balian-Low theorem (about which the reader can find
more in some of the contributions in this book) and its extensions
showed that a similar mishap occurs if the Gaussian is replaced by
any other function that is "reasonably" smooth and localized. One
is thus led naturally to considering a higher time-frequency
density.
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