Banach spaces

Modulation space

Modulation spaces are a family of Banach spaces defined by the behavior of the short-time Fourier transform withrespect to a test function from the Schwartz space. They were originally proposed by Hans Georg Feichtinger and are recognized to be the right kind of function spaces for time-frequency analysis. , while originally introduced as a new , is identical to a certain modulation space and has become a widely used space of test functions for time-frequency analysis. Modulation spaces are defined as follows. For , a non-negative function on and a test function , the modulation space is defined by In the above equation, denotes the short-time Fourier transform of with respect to evaluated at , namely In other words, is equivalent to . The space is the same, independent of the test function chosen. The canonical choice is a Gaussian. We also have a Besov-type definition of modulation spaces as follows. , where is a suitable unity partition. If , then . (Wikipedia).

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Related pages

Banach space | Gaussian function | Schwartz space