Math 2.0

Integral transforms, operational calculus Convolution Theorem

Titchmarsh convolution theorem

Builds on Convolution on the half-line

Statement

Let T>0T > 0, and let φ,ψ ⁣:[0,T]→ℂ\varphi, \psi \colon [0, T] \to \C be Lebesgue integrable. Suppose that the convolution (φ∗ψ)(x)=∫0xφ(t) ψ(x−t) dt(\varphi * \psi)(x) = \int_0^x \varphi(t) \, \psi(x - t) \, dt is 00 for almost every x∈(0,T)x \in (0, T). Then there are λ≥0\lambda \ge 0 and μ≥0\mu \ge 0 with λ+μ≥T\lambda + \mu \ge T such that φ=0\varphi = 0 almost everywhere on (0,λ)(0, \lambda) and ψ=0\psi = 0 almost everywhere on (0,μ)(0, \mu).

Remarks

Equivalently, write λ(φ)\lambda(\varphi) for the largest λ\lambda such that φ\varphi vanishes almost everywhere on (0,λ)(0, \lambda). Then for integrable φ,ψ\varphi, \psi on [0,T][0, T] one has λ(φ∗ψ)=λ(φ)+λ(ψ)\lambda(\varphi * \psi) = \lambda(\varphi) + \lambda(\psi) whenever the right side is less than TT. A standard form concerns functions or distributions with compact support on ℝ\R. It says that the convex hull of the support of φ∗ψ\varphi * \psi is the sum of the convex hulls of the supports of φ\varphi and ψ\psi. The classical proof uses complex analysis: the Laplace or Fourier transforms of such functions are entire functions of exponential type, and the theorem reduces to growth estimates for them. Real-variable proofs are also known.

Example: with T=2T = 2 and φ=ψ=𝟏(1,2)\varphi = \psi = \mathbf{1}_{(1, 2)}, the convolution vanishes on (0,2)(0, 2), and the conclusion holds with λ=μ=1\lambda = \mu = 1, so λ+μ=T\lambda + \mu = T exactly.

The easy direction is the converse: if φ=0\varphi = 0 on (0,λ)(0, \lambda) and ψ=0\psi = 0 on (0,μ)(0, \mu), then each product φ(t)ψ(x−t)\varphi(t) \psi(x - t) with x<λ+μx < \lambda + \mu vanishes, so φ∗ψ=0\varphi * \psi = 0 on (0,λ+μ)(0, \lambda + \mu).

Going deeper

For a student

Letting T→∞T \to \infty gives the corollary that the convolution ring of continuous functions on the half-line has no zero divisors. This is the algebraic foundation of the Mikusiński operational calculus, which builds the field of fractions of that ring. The support form of the theorem is used in the theory of distributions and in the uniqueness theory of partial differential equations.

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Further reading

  1. Web https://en.wikipedia.org/wiki/Titchmarsh_convolution_theorem
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