Convolution theorem for Laplace transforms Created 2026-10-06 Updated 2026-10-14
For functions on with and Lebesgue integrable functions, their unilateral convolution, defined almost everywhere if necessary, satisfiesTaking a causal extension by zero of both functions gives the existing whole-line convolution definition. Absolute convergence and Fubini's theorem justify the product rule: put in the double integral, so . For piecewise continuous functions of exponential order and , the hypotheses hold for . The Laplace transform article works out the concrete example and the Heaviside step function input, whose output is . [ref]
https://ocw.mit.edu/courses/18-03sc-differential-equations-fall-2011/0d4d90053f2bb24f7551c78e2d1b21a2_MIT18_03SCF11_s30_5text.pdf. MIT 18.03SC, convolution and system response
. Laplace transform Created 2026-09-24 Updated 2026-10-14
The unilateral Laplace transform of a function is the integral transformHere is a complex number, is its real part, and is the imaginary unit. The exponential function factor weights the history, while probes its oscillations. The integral starts at zero, so it uses only the history from that starting time onward. This section concerns ordinary functions; their value at the single endpoint does not change the integral. See MIT 18.03SC, definition and elementary examples.
The Laplace transform is useful because it packages an entire time history into a function of : a derivative becomes multiplication by together with the initial value, and a convolution becomes a product. Thus a linear differential equation can become an algebraic equation that already remembers its initial value problem. The worked example below shows both descriptions of the same response.
If is a piecewise continuous function and has exponential order , then its defining integral is absolutely convergent for . This is a sufficient condition; the actual Laplace convergence region may be larger than the bound obtained from a chosen . [ref]
https://ocw.mit.edu/courses/18-03sc-differential-equations-fall-2011/fff4420903d82c5c5c483e54566bc5ec_MIT18_03SCF11_s27_2text.pdf. MIT 18.03SC, domain and growth conditions
.The bound has a short explanation. For sufficiently large , , so , whose tail integral is finite for . The finite initial interval is covered by piecewise continuity.
Three calculations make the convergence condition concrete. For the input , evaluate the finite-history integral first:At the finite-history integral is . For the exponential function input , the same calculation replaces by , givingIn particular, is allowed for this decaying input: its weighted integral is . For the sine input, Euler's formula gives ; linearity then yieldsThe Laplace convergence region is part of the answer. For example, has an analytic continuation to , but the defining integral for the input diverges there. The sine calculation is also developed in MIT 18.03SC, further elementary transforms.
To see why the initial value appears, suppose is an absolutely continuous function on every finite interval , with its right one-sided limit. At the chosen , assume and are Lebesgue integrable functions and . The Laplace transform of a derivative is thenFor example, exponential order bounds on both and guarantee these conditions whenever exceeds both growth bounds. The initial value is the lower-end boundary contribution of integration by parts.
Consider the initial value problemWrite . The Laplace transform of a derivative and linearity give for . A partial fraction decomposition therefore givesWe recognize the two elementary Laplace transforms already computed. Directly verify the result: its derivative is , soThis verifies both the ordinary differential equation and the initial value, and shows that the resulting bounded function has the Laplace transform used above. The response rises from zero toward : at that value the input balances the term . The general method is described in MIT 18.03SC, solving initial value problems.
The same solution is a convolution. For functions defined on , the unilateral convolution isThe main convolution article integrates over the whole real line; applying a causal extension by zero to both functions makes its formula identical to this one. Nonzero contributions require both and , hence . If and are Lebesgue integrable functions on , the convolution theorem for Laplace transforms statesFor piecewise continuous functions of exponential order and , it holds throughout . The weighted absolute double integral factors into the two finite weighted absolute integrals; Fubini's theorem therefore permits exchanging the order, and setting separates the product. [ref]
https://ocw.mit.edu/courses/18-03sc-differential-equations-fall-2011/0d4d90053f2bb24f7551c78e2d1b21a2_MIT18_03SCF11_s30_5text.pdf. MIT 18.03SC, convolution and system response
.For the linear time-invariant system starting at zero, the convolution kernel is its impulse response for , extended by zero for . With the Heaviside step function input, for , the accumulated response isThus on is both the algebraic solution and the Laplace transform of a finite-history convolution. Each past input contributes an exponential function that decays with its age , which makes the two descriptions easy to connect.
Finally, compare the Fourier transform convention . If is the causal extension by zero of , define . Whenever is a Lebesgue integrable function,A vertical slice of the Laplace transform is therefore the Fourier transform of the zero-extended, weighted input. Positive damps its positive-time history. A finite window function instead gives and ; this approaches in the Laplace convergence region. Setting directly requires an integrable zero-extended input: the input fails that condition, even though its Laplace transform exists for every .
The history of the Laplace transform spans several stages. Schiff's historical summary notes that Laplace's 1812 treatise acknowledged earlier work on integral transforms and describes later development of the modern Laplace transform method. [ref]
https://oldversion.stu.edu.vn/uploads/documents/170509-091205.pdf#page=9. Schiff, The Laplace Transform: Theory and Applications, historical summary, pp. x–xi
. Laplace transform of a derivative Created 2026-09-24 Updated 2026-10-14
Suppose is an absolutely continuous function on every finite interval , both and are Lebesgue integrable functions, and . Then integration by parts on followed by a limit givesHere is the right one-sided limit. Exponential order bounds on and suffice when exceeds both bounds. For , the identity reads on . This is the ordinary derivative on nonnegative time; differentiating a causal extension by zero at its jump instead introduces a Dirac delta function. [ref].

