Math Problem Statement

Convolve the signals x1(t) = e^(-3t)u(t) and x2(t) = e^(-2t)u(t-2).

Solution

The problem is asking for the convolution of two signals:

  1. x1(t)=e3tu(t)x_1(t) = e^{-3t} u(t)
  2. x2(t)=e2tu(t2)x_2(t) = e^{-2t} u(t - 2)

where u(t)u(t) represents the unit step function.

Solution Approach

To find the convolution y(t)=x1(t)x2(t)y(t) = x_1(t) * x_2(t), we will use the convolution integral: y(t)=x1(τ)x2(tτ)dτy(t) = \int_{-\infty}^{\infty} x_1(\tau) x_2(t - \tau) \, d\tau

Since both signals are multiplied by the unit step function, we only need to evaluate the integral where both signals are non-zero, i.e., for t0t \geq 0 and t2t \geq 2 due to the shifted step function in x2(t)x_2(t).

Step-by-Step Solution

  1. Set up the integral: y(t)=e3τu(τ)e2(tτ)u(tτ2)dτy(t) = \int_{-\infty}^{\infty} e^{-3\tau} u(\tau) \cdot e^{-2(t - \tau)} u(t - \tau - 2) \, d\tau

  2. Simplify the expression: Since u(τ)u(\tau) and u(tτ2)u(t - \tau - 2) restrict the limits of integration, we consider only the range where both are non-zero:

    • τ0\tau \geq 0 (from u(τ)u(\tau))
    • tτ2τt2t - \tau \geq 2 \Rightarrow \tau \leq t - 2 (from u(tτ2)u(t - \tau - 2))

    So, the limits of integration become 0τt20 \leq \tau \leq t - 2.

  3. Evaluate the integral: Substitute x1(τ)=e3τx_1(\tau) = e^{-3\tau} and x2(tτ)=e2(tτ)x_2(t - \tau) = e^{-2(t - \tau)}: y(t)=0t2e3τe2(tτ)dτy(t) = \int_0^{t-2} e^{-3\tau} \cdot e^{-2(t - \tau)} \, d\tau Simplify the exponent: y(t)=0t2e3τe2t+2τdτ=e2t0t2eτdτy(t) = \int_0^{t-2} e^{-3\tau} \cdot e^{-2t + 2\tau} \, d\tau = e^{-2t} \int_0^{t-2} e^{-\tau} \, d\tau

  4. Compute the integral: y(t)=e2t[eτ]0t2y(t) = e^{-2t} \left[ -e^{-\tau} \right]_0^{t-2} Substitute the limits: y(t)=e2t(e(t2)+1)y(t) = e^{-2t} \left( -e^{-(t-2)} + 1 \right) Simplify: y(t)=e2t(1e(t2))y(t) = e^{-2t} \left( 1 - e^{-(t-2)} \right)

  5. Final answer: y(t)=e2te3t+2y(t) = e^{-2t} - e^{-3t + 2}

This is the convolution result y(t)=x1(t)x2(t)y(t) = x_1(t) * x_2(t).

Would you like further details or explanations on any step?


Related Questions

  1. How do we apply the convolution theorem to simplify convolutions using Laplace transforms?
  2. What is the role of the unit step function in time-domain analysis?
  3. Can we perform convolutions with signals involving multiple time shifts?
  4. How would the convolution result change if both signals were not multiplied by unit step functions?
  5. What happens if we convolve a signal with a delta function?

Tip

When convolving signals with time shifts, always account for the shift in the limits of integration. This helps avoid unnecessary computation and provides clearer insights into the range where the signals interact.

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Math Problem Analysis

Mathematical Concepts

Convolution
Exponential Signals
Unit Step Function

Formulas

y(t) = ∫_{-∞}^{∞} x1(τ) x2(t - τ) dτ
Unit Step Function u(t)

Theorems

Convolution Integral

Suitable Grade Level

Undergraduate Level (Electrical Engineering or Signal Processing)