Math 2.0

Harmonic analysis on Euclidean spaces Definition

Trigonometric polynomial

Builds on Complex exponentialSine and cosine

Definition

Let N≥0N \ge 0 be an integer. A trigonometric polynomial of degree at most NN is a function T ⁣:ℝ→ℂT \colon \R \to \C with T(x)=∑n=−NNcneinx,T(x) = \sum_{n=-N}^{N} c_n e^{inx}, for complex numbers c−N,…,cNc_{-N}, \dots, c_N, where einxe^{inx} is the complex exponential. Its degree is the largest ∣n∣\abs{n} with cn≠0c_n \ne 0.

Remarks

By Euler's formula the same functions are the sums a0+∑n=1N(ancos⁡nx+bnsin⁡nx)a_0 + \sum_{n=1}^{N} (a_n \cos nx + b_n \sin nx) with complex an,bna_n, b_n, built from sine and cosine. The two forms are related by a0=c0a_0 = c_0, an=cn+c−na_n = c_n + c_{-n} and bn=i(cn−c−n)b_n = i(c_n - c_{-n}) for n≥1n \ge 1. TT is real-valued exactly when c−n=cn‾c_{-n} = \overline{c_n} for all nn, that is, when all ana_n and bnb_n are real. Example: cos⁡2x=14e−2ix+12+14e2ix\cos^2 x = \frac{1}{4} e^{-2ix} + \frac{1}{2} + \frac{1}{4} e^{2ix}, so cos⁡2x\cos^2 x is a trigonometric polynomial of degree 22. Non-example: sin⁡(x/2)\sin(x/2) is not a trigonometric polynomial, since it has period 4π4\pi and not 2π2\pi, while every trigonometric polynomial is 2π2\pi-periodic. The coefficients are unique: cn=12π∫−ππT(x)e−inx dxc_n = \frac{1}{2\pi} \int_{-\pi}^{\pi} T(x) e^{-inx} \, dx.

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  1. Complex exponential concept
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Further reading

  1. Web https://en.wikipedia.org/wiki/Trigonometric_polynomial
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Kinddefinition
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MSC42A05, 42A10
DefinesTrigonometric polynomial
UsesComplex exponential, Sine and cosine

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