Math 2.0

Information and communication theory, circuits Definition

Band-limited function

Builds on Lp spaceFourier transformPaley–Wiener theorem

Definition

Let f∈L2(ℝ)f \in L^2(\R), and let f^∈L2(ℝ)\hat f \in L^2(\R) be its Fourier transform, normalized so that f^(ξ)=∫ℝf(x)e−2πixξ dx\hat f(\xi) = \int_\R f(x) e^{-2\pi i x \xi}\, dx for integrable ff. Let B>0B > 0. The function ff is band-limited with bandwidth BB if f^(ξ)=0\hat f(\xi) = 0 for almost every ξ\xi with ∣ξ∣>B\abs{\xi} > B. It is band-limited if it is band-limited with some bandwidth B>0B > 0.

Remarks

If ff is band-limited with bandwidth BB, then f^\hat f lies in L2[−B,B]⊂L1[−B,B]L^2[-B, B] \subset L^1[-B, B], and ff agrees almost everywhere with the continuous function x↦∫−BBf^(ξ)e2πixξ dξx \mapsto \int_{-B}^{B} \hat f(\xi) e^{2\pi i x \xi}\, d\xi; one always uses this continuous representative.

Example: f(x)=sin⁡(πx)/(πx)f(x) = \sin(\pi x)/(\pi x), with f(0)=1f(0) = 1, lies in L2(ℝ)L^2(\R), and ∫−1/21/2e2πixξ dξ=f(x)\int_{-1/2}^{1/2} e^{2\pi i x \xi}\, d\xi = f(x). So f^\hat f is the indicator of [−12,12][-\frac12, \frac12], and ff is band-limited with bandwidth 12\frac12.

Non-example: f(x)=e−πx2f(x) = e^{-\pi x^2} has f^(ξ)=e−πξ2\hat f(\xi) = e^{-\pi \xi^2}, which is positive everywhere, so ff is not band-limited.

By the Paley–Wiener theorem, the band-limited functions with bandwidth BB are exactly the restrictions to ℝ\R of certain entire functions. These are the entire functions of exponential type at most 2πB2\pi B that are square-integrable on ℝ\R. In particular a nonzero band-limited function cannot vanish on an interval. The same definition is used for tempered distributions, with the condition that the support of the distribution f^\hat f lies in [−B,B][-B, B]. In this wider sense sin⁡(2πBx)\sin(2\pi B x) is band-limited, though not in L2L^2.

Reading path

To understand this page from the ground up, read these 17 pages in order. The foundations come first.

Show the path as a graph
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. Complex numbers object
  2. Exponential type concept
  3. Fourier transform concept
  4. Lp space concept
  5. Real numbers object
  6. Set bounded above definition
  7. Real and imaginary parts definition
  8. Supremum definition
  9. Completeness axiom statement
  10. Existence of square roots of nonnegative reals statement
  11. Square root definition
  12. Modulus of a complex number definition
  13. Complex differentiability definition
  14. Holomorphic function definition
  15. Entire function definition
  16. Paley–Wiener theorem statement
  17. Band-limited function definition

Further reading

  1. Web https://en.wikipedia.org/wiki/Bandlimiting
About this page
TagB4TYSQQC38
URIm2://B4TYSQQC38
Kinddefinition
WritingW0 stub
MSC94A20, 42A38, 94A12
DefinesBand-limited function
UsesLp space, Fourier transform, Paley–Wiener theorem

Markdown · JSON · Edit on GitHub

What this page needs for W1

  • an inventory row: the row of the inventory that the node accounts for (0 of 1)
  • a source with a locator (0 of 1)

The writing levels say how complete the text of a page is. They do not measure its truth.

What links here

No page links to this page yet.