Math 2.0

Integral transforms, operational calculus Definition

Hartley transform

Builds on Fourier transformIntegrable function

Definition

Let f ⁣:ℝ→ℂf \colon \R \to \C be Lebesgue integrable. Let cas⁡(x)=cos⁡x+sin⁡x\operatorname{cas}(x) = \cos x + \sin x. The Hartley transform of ff is the function ℋf ⁣:ℝ→ℂ\mathcal{H} f \colon \R \to \C given by (ℋf)(ω)=12π∫ℝf(t) cas⁡(ωt) dt.(\mathcal{H} f)(\omega) = \frac{1}{\sqrt{2\pi}} \int_\R f(t)\, \operatorname{cas}(\omega t)\, dt.

Remarks

Let F(ω)=12π∫ℝf(t)e−iωt dtF(\omega) = \frac{1}{\sqrt{2\pi}} \int_\R f(t) e^{-i\omega t}\, dt be the unitary Fourier transform with angular frequency. For real ff, Re⁡F(ω)=12π∫f(t)cos⁡(ωt) dt\operatorname{Re} F(\omega) = \frac{1}{\sqrt{2\pi}} \int f(t) \cos(\omega t)\, dt and Im⁡F(ω)=−12π∫f(t)sin⁡(ωt) dt\operatorname{Im} F(\omega) = -\frac{1}{\sqrt{2\pi}} \int f(t) \sin(\omega t)\, dt, so ℋf=Re⁡F−Im⁡F\mathcal{H} f = \operatorname{Re} F - \operatorname{Im} F. In general ℋf(ω)=1+i2F(ω)+1−i2F(−ω)\mathcal{H} f(\omega) = \frac{1 + i}{2} F(\omega) + \frac{1 - i}{2} F(-\omega). From this formula and the Fourier inversion theorem, ℋ(ℋf)=f\mathcal{H}(\mathcal{H} f) = f when ff and ℋf\mathcal{H} f are integrable and ff is continuous. Also ℋ\mathcal{H} extends to a unitary operator on L2(ℝ)L^2(\R) with ℋ2=id⁡\mathcal{H}^2 = \id.

Example: f(t)=e−t2/2f(t) = e^{-t^2/2}. Since ff is even, ∫f(t)sin⁡(ωt) dt=0\int f(t) \sin(\omega t)\, dt = 0, and 12π∫e−t2/2cos⁡(ωt) dt=e−ω2/2\frac{1}{\sqrt{2\pi}} \int e^{-t^2/2} \cos(\omega t)\, dt = e^{-\omega^2/2}. So ℋf(ω)=e−ω2/2\mathcal{H} f(\omega) = e^{-\omega^2/2}.

Non-example: f(t)=1f(t) = 1 is not integrable on ℝ\R, and ∫ℝcas⁡(ωt) dt\int_\R \operatorname{cas}(\omega t)\, dt does not converge for any ω\omega.

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Further reading

  1. Web https://en.wikipedia.org/wiki/Hartley_transform
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MSC44A15, 42A38, 94A12
DefinesHartley transform
UsesFourier transform, Integrable function

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