Title :
Measurement of Time-Variant Linear Channels
Author :
Pfander, Götz E. ; Walnut, David F.
Author_Institution :
Dept. of Math. Sci., Int. Univ. Bremen
Abstract :
The goal of channel measurement or operator identification is to obtain complete knowledge of a channel operator by observing the image of a finite number of input signals. In this paper, it is shown that the spreading support of the operator (that is, the support of the symplectic Fourier transform of the Kohn-Nirenberg symbol of the operator) has area less than one then the operator is identifiable. If the spreading support is larger than one, then the operator is not identifiable. The shape of the support region is essentially arbitrary thereby proving a conjecture of Bello. The input signal considered is a weighted delta train where the weights are the window function of a finite Gabor system whose elements satisfy a certain robust completeness property
Keywords :
Gabor filters; channel estimation; time-varying channels; time-varying filters; channel measurement; finite Gabor system; spreading function; time-variant linear channel; Communication channels; Fourier transforms; Frequency measurement; Helium; Robustness; Shape; Signal analysis; Signal processing; Time frequency analysis; Time-varying channels; Bandlimited Kohn–Nirenberg symbols; Gabor and time-frequency analysis; channel measurement; operator identification; spreading functions; underspread operators;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2006.883553