Advanced Topics in Shannon Sampling and Interpolation Theory (Springer Texts in Electrical Engineering)

"Advanced Topics in Shannon Sampling and Interpolation Theory" is the second volume of a textbook on signal analysis solely devoted to the topic of sampling and restoration of continuous time signals and images. Sampling and reconstruction are fundamental problems in any field that deals with real-time signals or images, including communication engineering, image processing, seismology, speech recognition, and digital signal processing. This second volume includes contributions from leading researchers in the field on such topics as Gabor's signal expansion, sampling in optical image formation, linear prediction theory, polar and spiral sampling theory, interpolation from non-uniform samples, an extension of Papoulis' generalized sampling expansion to higher dimensions, and applications of sampling theory to optics and to time-frequency representations.