Math Problem Statement

Exercise6.3.1: Let𝑓(𝑑)=𝑑2for𝑑β‰₯0,and𝑔(𝑑)=𝑒(π‘‘βˆ’1).Computeπ‘“βˆ—π‘”.

Solution

To compute the convolution fβˆ—gf * g of two functions f(t)=t2f(t) = t^2 for tβ‰₯0t \geq 0 and g(t)=u(tβˆ’1)g(t) = u(t - 1), we proceed as follows:

  1. Identify the convolution formula: The convolution of two functions f(t)f(t) and g(t)g(t) is defined as: (fβˆ—g)(t)=∫0tf(Ο„)g(tβˆ’Ο„) dΟ„(f * g)(t) = \int_{0}^{t} f(\tau) g(t - \tau) \, d\tau

  2. Substitute f(t)f(t) and g(t)g(t): Given f(t)=t2f(t) = t^2 and g(t)=u(tβˆ’1)g(t) = u(t - 1), where u(tβˆ’1)u(t - 1) is the unit step function that "turns on" at t=1t = 1. This means that g(tβˆ’Ο„)=u(tβˆ’Ο„βˆ’1)g(t - \tau) = u(t - \tau - 1), which is 1 when tβˆ’Ο„β‰₯1t - \tau \geq 1 or τ≀tβˆ’1\tau \leq t - 1, and 0 otherwise.

  3. Set up the integral: The step function implies that the convolution integral will only have a nonzero contribution when τ≀tβˆ’1\tau \leq t - 1. Thus, (fβˆ—g)(t)=∫0tβˆ’1Ο„2β‹…1 dΟ„=∫0tβˆ’1Ο„2 dΟ„(f * g)(t) = \int_{0}^{t-1} \tau^2 \cdot 1 \, d\tau = \int_{0}^{t-1} \tau^2 \, d\tau

  4. Evaluate the integral: (fβˆ—g)(t)=∫0tβˆ’1Ο„2 dΟ„(f * g)(t) = \int_{0}^{t-1} \tau^2 \, d\tau Using the power rule for integration, βˆ«Ο„2 dΟ„=Ο„33\int \tau^2 \, d\tau = \frac{\tau^3}{3}, we get: (fβˆ—g)(t)=[Ο„33]0tβˆ’1=(tβˆ’1)33βˆ’0=(tβˆ’1)33(f * g)(t) = \left[ \frac{\tau^3}{3} \right]_{0}^{t-1} = \frac{(t-1)^3}{3} - 0 = \frac{(t-1)^3}{3}

Therefore, the convolution fβˆ—gf * g is: (fβˆ—g)(t)=(tβˆ’1)33for tβ‰₯1(f * g)(t) = \frac{(t - 1)^3}{3} \quad \text{for } t \geq 1

For t<1t < 1, (fβˆ—g)(t)=0(f * g)(t) = 0 because the unit step function g(t)=u(tβˆ’1)g(t) = u(t - 1) does not contribute.

Final Answer

\begin{cases} 0, & t < 1 \\ \frac{(t - 1)^3}{3}, & t \geq 1 \end{cases}$$ Would you like further clarification on the steps, or have any additional questions? --- ### Related Questions 1. How would the convolution change if $$g(t) = u(t - a)$$ for a different constant $$a$$? 2. What would be the result of convolving $$f(t) = t^2$$ with a delta function $$\delta(t - 1)$$? 3. How does the unit step function impact the limits of integration in convolution problems? 4. Can we compute $$f * g$$ when $$f$$ and $$g$$ are defined on $$t < 0$$? 5. What is the physical interpretation of convolution in signal processing? ### Tip When working with convolutions involving step functions, always check where each function is nonzero to simplify the integration limits.

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Math Problem Analysis

Mathematical Concepts

Convolution
Integral Calculus
Unit Step Function

Formulas

Convolution formula: (f * g)(t) = ∫_0^t f(Ο„) g(t - Ο„) dΟ„
Power rule for integration: ∫ Ο„^n dΟ„ = Ο„^(n+1)/(n+1)

Theorems

Properties of the Unit Step Function

Suitable Grade Level

Undergraduate