Math Problem Statement
An analog LTI system with impulse response function h(t) = u(2 − t) + u(t − 2) is presented with an input x(t) = t[u(t − 2) − u(t − 4)]. a) Determine and plot the system output y(t) = x(t) ∗ h(t)
Solution
To solve this problem, we need to compute the output , which is the convolution of the input with the impulse response . The output can be expressed as:
Step 1: Analyze the input and impulse response functions
We start by analyzing both the input and the impulse response :
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The impulse response is given as: This is a combination of step functions . Specifically:
- is a step function that equals 1 for and 0 for .
- is a step function that equals 0 for and 1 for .
So, is 1 everywhere, as the sum of these two step functions results in:
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The input is given as: This is a piecewise function, nonzero only between and . It can be expressed as:
\begin{cases} t, & 2 \leq t \leq 4, \\ 0, & \text{otherwise}. \end{cases}$$
Step 2: Set up the convolution integral
We now compute the convolution , which simplifies due to for all . The convolution becomes:
Since is nonzero only in the interval , the integral reduces to:
Step 3: Perform the integration
Let's now compute this integral: Substituting the limits:
Step 4: Final Output
The output will be a constant value for the time interval where and overlap. Since is nonzero only between and , the convolution will be nonzero in this region.
Plotting
The output is a piecewise function:
\begin{cases} 6, & 4 \leq t \leq 6, \\ 0, & \text{otherwise}. \end{cases}$$ I can generate a plot for you as well if you'd like! Would you like me to provide more details or help you with a plot? --- Here are some related questions you might explore: 1. How does the convolution change if the impulse response is not constant? 2. What would happen if the input function $$x(t)$$ was shifted by a different amount? 3. How does the unit step function impact the behavior of linear time-invariant (LTI) systems? 4. What are the properties of the convolution integral? 5. How would the output change if the limits of the input $$x(t)$$ were altered? **Tip:** In convolution problems, identifying where the functions are nonzero simplifies the integration significantly.Ask a new question for Free
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Math Problem Analysis
Mathematical Concepts
Convolution
LTI Systems
Impulse Response
Unit Step Function
Formulas
y(t) = x(t) ∗ h(t) = ∫_{−∞}^{∞} x(τ) h(t − τ) dτ
h(t) = u(2 − t) + u(t − 2)
x(t) = t[u(t − 2) − u(t − 4)]
Theorems
Convolution Theorem
Properties of Unit Step Function
Suitable Grade Level
Undergraduate (Engineering/Mathematics)
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