Filter bank interpolation and reconstruction from generalized and recurrent nonuniform samples
نویسندگان
چکیده
This paper introduces a filter bank interpretation of various sampling strategies, which leads to efficient interpolation and reconstruction methods. An identity, referred to as the Interpolation Identity, is used to obtain particularly efficient discrete-time (DT) systems for interpolation to uniform Nyquist samples, either for further processing in that form or for conversion to continuoustime (CT). The Interpolation Identity also leads to a new class of sampling theorems including an extension of Papoulis' generalized sampling expansion.
منابع مشابه
Filterbank Reconstruction of Periodic Signals and Sampling in Polar Coordinates
This paper introduces a new reconstruction formula for reconstructing a periodic bandlimited signal from its nonuniform samples, as well as filterbank interpretations of various sampling strategies, which lead to efficient interpolation and reconstruction methods. As an example of a potential application of these results, we apply it to the problem of reconstructing a two-dimensional bandlimite...
متن کاملFilterbank reconstruction of bandlimited signals from nonuniform and generalized samples
This paper introduces a filterbank interpretation of various sampling strategies, which leads to efficient interpolation and reconstruction methods. An identity, which is referred to as the Interpolation Identity, is developed and is used to obtain particularly efficient discrete-time systems for interpolation of generalized samples as well as a class of nonuniform samples, to uniform Nyquist s...
متن کاملGeneralizations of the Sampling Theorem: Seven Decades After Nyquist
The sampling theorem is one of the most basic and fascinating topics in engineering sciences. The most wellknown form is Shannon’s uniform-sampling theorem for bandlimited signals. Extensions of this to bandpass signals and multiband signals, and to nonuniform sampling are also well-known. The connection between such extensions and the theory of filter banks in DSP has been well established. Th...
متن کاملMultirate Filter Bank Reconstruction of Signals from Bunched Samples
A method for reconstructing a bandlimited signal from its periodic bunched samples is presented. As in prior approaches, a multirate filter bank structure is used to reconstruct the signal; however, the technique used to design the reconstruction filter bank is different. The solution presented here employs an interpolation filter to model the signal at the input of the reconstruction filter ba...
متن کاملNonuniform filter bank design with noises
This work solves the signal reconstruction problem involving nonuniform filter bank systems with rational decimation factors and noises. Three main nonuniform filter bank systems, i.e., filter-block decimator (FBD) structure, upsamplerfilter-downsampler (UFD) structure, and tree structure, are included in this study. According to different operating conditions, two different signal reconstructi...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2000