Math 2.0

Harmonic analysis on Euclidean spaces Convergence of Fourier series Theorem

Bernstein's theorem on absolutely convergent Fourier series

Builds on Hölder continuityAbsolutely convergent Fourier seriesFourier coefficientParseval's identity

Statement

Let 0<α≤10 < \alpha \le 1 and let f ⁣:ℝ→ℂf \colon \R \to \C be a 2π2\pi-periodic function that is Hölder continuous with exponent α\alpha. So there is K≥0K \ge 0 with ∣f(x)−f(y)∣≤K∣x−y∣α\abs{f(x) - f(y)} \le K \abs{x - y}^\alpha for all x,y∈ℝx, y \in \R. Let f^(n)\hat f(n), n∈ℤn \in \Z, be its Fourier coefficients. If α>1/2\alpha > 1/2, then ∑n∈ℤ∣f^(n)∣<∞\sum_{n \in \Z} \abs{\hat f(n)} < \infty, so the Fourier series of ff is absolutely convergent.

Remarks

Proof idea: for h>0h > 0 the function x↦f(x+h)−f(x−h)x \mapsto f(x + h) - f(x - h) has Fourier coefficients 2isin⁡(nh)f^(n)2i \sin(nh) \hat f(n). By Parseval's identity and the Hölder bound, ∑n4sin⁡2(nh)∣f^(n)∣2≤K2(2h)2α\sum_n 4 \sin^2(nh) \abs{\hat f(n)}^2 \le K^2 (2h)^{2\alpha}. Take h=π/(3⋅2j)h = \pi / (3 \cdot 2^j); for 2j≤∣n∣<2j+12^j \le \abs{n} < 2^{j+1}, sin⁡2(nh)≥3/4\sin^2(nh) \ge 3/4, so the sum of ∣f^(n)∣2\abs{\hat f(n)}^2 over this block is O(2−2jα)O(2^{-2j\alpha}). The block has fewer than 2j+22^{j+2} terms, so by Cauchy–Schwarz the sum of ∣f^(n)∣\abs{\hat f(n)} over it is O(2j(1/2−α))O(2^{j(1/2 - \alpha)}). These bounds form a convergent geometric series when α>1/2\alpha > 1/2.

Example: every continuously differentiable periodic function is Hölder continuous with exponent 11, so its Fourier series converges absolutely.

The bound α>1/2\alpha > 1/2 is sharp: there are Hölder continuous functions with exponent 1/21/2 whose Fourier series does not converge absolutely. Mere continuity is far from enough, since there are continuous functions whose Fourier series even diverges at a point.

Going deeper

For a student

The proof is a model of a standard technique: estimate the coefficients in dyadic blocks with Parseval's identity, then pass from ℓ2\ell^2 to ℓ1\ell^1 with Cauchy–Schwarz. The loss of a factor 2j/22^{j/2} in the last step explains the threshold 1/21/2. The theorem gives a large class of functions in the Wiener algebra. A related criterion of Zygmund says that a function of bounded variation that is Hölder continuous with some positive exponent also has an absolutely convergent Fourier series.

Reading path

To understand this page from the ground up, read these 19 pages in order. The foundations come first.

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Each page uses the pages above it. The colour of the bar on a box shows how strong the evidence is, and the box also gives it as text. The list has the same pages.
  • no evidence level
  1. Absolutely convergent Fourier series concept
  2. Fourier coefficient concept
  3. Hölder continuity concept
  4. Vector space definition
  5. Inner product definition
  6. Linear combination definition
  7. Linear subspace definition
  8. Norm definition
  9. Inner product space definition
  10. Orthogonal vectors definition
  11. Linear independence definition
  12. Linear span definition
  13. Orthonormal family definition
  14. Norm induced by an inner product definition
  15. Spanning set definition
  16. Basis definition
  17. Orthonormal basis definition
  18. Parseval's identity statement
  19. Bernstein's theorem on absolutely convergent Fourier series statement

Further reading

  1. Web https://en.wikipedia.org/wiki/Convergence_of_Fourier_series
About this page
TagNQC6CRDWFW
URIm2://NQC6CRDWFW
Kindstatement, theorem
WritingW0 stub
MSC42A20, 42A16
StatusThis copy of the site has no build data. Run m2 status NQC6CRDWFW.
AboutAbsolutely convergent Fourier series
UsesHölder continuity, Absolutely convergent Fourier series, Fourier coefficient, Parseval's identity

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