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Periodic summation information


A Fourier transform and 3 variations caused by periodic sampling (at interval T) and/or periodic summation (at interval P) of the underlying time-domain function.

In mathematics, any integrable function can be made into a periodic function with period P by summing the translations of the function by integer multiples of P. This is called periodic summation:


When is alternatively represented as a Fourier series, the Fourier coefficients are equal to the values of the continuous Fourier transform, at intervals of .[1][2] That identity is a form of the Poisson summation formula. Similarly, a Fourier series whose coefficients are samples of at constant intervals (T) is equivalent to a periodic summation of which is known as a discrete-time Fourier transform.

The periodic summation of a Dirac delta function is the Dirac comb. Likewise, the periodic summation of an integrable function is its convolution with the Dirac comb.

  1. ^ Pinsky, Mark (2001). Introduction to Fourier Analysis and Wavelets. Brooks/Cole. ISBN 978-0534376604.
  2. ^ Zygmund, Antoni (1988). Trigonometric Series (2nd ed.). Cambridge University Press. ISBN 978-0521358859.

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Periodic summation

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) {\displaystyle s(t)} by integer multiples of P. This is called periodic summation: s P ( t ) = ∑ n = − ∞ ∞ s ( t + n P ) {\displaystyle s_{P}(t)=\sum...

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Poisson summation formula

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mathematics, the Poisson summation formula is an equation that relates the Fourier series coefficients of the periodic summation of a function to values...

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Spectral leakage

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symmetry restored. The DTFT samples, labeled DFT8 periodic summation, are an example of using periodic summation to sample it at the same frequencies as the...

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Discrete Fourier transform

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function. Since periodic summation of the function means discretizing its frequency spectrum and discretization means periodic summation of the spectrum...

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Circular convolution

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discrete sequences is the periodic convolution of the DTFTs of the individual sequences. And each DTFT is a periodic summation of a continuous Fourier transform...

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Convolution

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is an arbitrary choice. The summation is called a periodic summation of the function f. When gT is a periodic summation of another function, g, then...

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Periodic function

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data Periodic sequence Periodic summation Periodic travelling wave Quasiperiodic function Seasonality Secular variation Wavelength List of periodic functions...

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Fourier analysis

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} Any s P ( t ) {\displaystyle s_{_{P}}(t)} can be expressed as a periodic summation of another function, s ( T ) {\displaystyle s(T)} : s P ( t ) ≜ ∑...

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Ewald summation

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Ewald summation, named after Paul Peter Ewald, is a method for computing long-range interactions (e.g. electrostatic interactions) in periodic systems...

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Fourier transform

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groups. The Poisson summation formula (PSF) is an equation that relates the Fourier series coefficients of the periodic summation of a function to values...

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Convolution theorem

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{\displaystyle P} -periodic functions u P {\displaystyle u_{_{P}}}   and   v P , {\displaystyle v_{_{P}},} which can be expressed as periodic summations: u P ( x...

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Discrete Fourier series

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factor of N {\displaystyle N} ) to the inverse DFT of one cycle of the periodic summation, S N . {\displaystyle S_{N}.} : p.542 (eq 8.4)  : p.77 (eq 4.24) ...

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Upsampling

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{\displaystyle x[n]} sequence is the Fourier series representation of a periodic summation of X ( f ) : {\displaystyle X(f):} When T {\displaystyle T} has units...

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Matsubara frequency

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In thermal quantum field theory, the Matsubara frequency summation (named after Takeo Matsubara) is a technique used to simplify calculations involving...

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Undersampling

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functions are symmetrical around the 0 Hz axis. After sampling, only a periodic summation of the Fourier transform (called discrete-time Fourier transform)...

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Periodogram

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}}n{\text{-sequence of length }}N)},} where x N {\displaystyle x_{_{N}}} is a periodic summation:   x N [ n ]   ≜ ∑ m = − ∞ ∞ x [ n − m N ] . {\displaystyle x_{_{N}}[n]\...

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Periodic boundary conditions

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Periodic boundary conditions (PBCs) are a set of boundary conditions which are often chosen for approximating a large (infinite) system by using a small...

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Laplace transform

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_{n=0}^{\infty }a(n)x^{n}} where x is a real variable (see Z-transform). Replacing summation over n with integration over t, a continuous version of the power series...

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Dirac comb

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kT} , convolution with the Dirac comb corresponds to replication or periodic summation: ( Ш   1 T ∗ X ) ( f ) = ∑ k = − ∞ ∞ X ( f − k T ) {\displaystyle...

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Hilbert transform

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MATLAB function, hilbert(u,N), convolves a u[n] sequence with the periodic summation: h N [ n ]   ≜ ∑ m = − ∞ ∞ h [ n − m N ] {\displaystyle h_{N}[n]\...

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Cyclostationary process

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-kT_{0})p^{*}(t-kT_{0}).\end{aligned}}} The last summation is a periodic summation, hence a signal periodic in t. This way, x ( t ) {\displaystyle x(t)} is...

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Pulse wave

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pulse train or rectangular wave is a non-sinusoidal waveform that is the periodic version of the rectangular function. It is held high a percent each cycle...

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