Search results for "Exponential spline"

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Periodic Discrete Splines

2014

Periodic discrete splines with different periods and spans were introduced in Sect. 3.4. In this chapter, we discuss families of periodic discrete splines, whose periods and spans are powers of 2. As in the polynomial splines case, the Zak transform is extensively employed. It results in the Discrete Spline Harmonic Analysis (DSHA). Utilization of the Fast Fourier transform (FFT) enables us to implement all the computations in a fast explicit way.

Harmonic analysisSmoothing splineSpline (mathematics)Computer Science::GraphicsPolynomial splinesComputationZak transformFast Fourier transformApplied mathematicsExponential splineMathematics::Numerical AnalysisMathematics
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Mixed Convolutions and Zak Transforms

2015

In this chapter we introduce the mixed continuous–discrete and discrete–discrete convolutions. Important special cases of such convolutions are the polynomial and discrete splines, respectively. The Zak transforms, which are introduced in the chapter, provide integral representation of signals, which, in the following chapters, serves as a tool for the design of splines and spline-wavelets and operations over them. The exponential splines, which are the Zak transforms of polynomial and discrete B-splines are introduced. Explicit formulas for the characteristic functions of splines’ spaces are derived.

PolynomialPure mathematicsComputer Science::GraphicsIntegral representationCharacteristic function (probability theory)Fourier seriesExponential splineMathematics::Numerical AnalysisMathematics
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