give answer in 3 step with explanation at the end of each step and final answer at the end:6. Consider the two waveforms shown f(t) and g(t). (a) Compute the convolution integral
a) = [fate - yar
and (b) sketch your result for h(t) on the axis provided. What do you observe about the
relative widths of £(¢), g(t) and A(t)?
n f(t) 1.0 g(t)
1 |
~10 05 05 10
Question:
give answer in 3 step with explanation at the end of each step and final answer at the end:6. Consider the two waveforms shown f(t) and g(t). (a) Compute the convolution integral
a) = [fate - yar
and (b) sketch your result for h(t) on the axis provided. What do you observe about the
relative widths of £(¢), g(t) and A(t)?
n f(t) 1.0 g(t)
1 |
~10 05 05 10
This is AI generated Response.
Asked by: Test User 100194
Created at: 2025-05-08 05:34:02
Final Answer:
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Let's solve the convolution step-by-step as requested:
---
### **Step 1: Understand the signals \( f(t) \) and \( g(t) \)**
- \( f(t) \) is a rectangular pulse from \(-0.5\) to \(0.5\) with height 1.
- \( g(t) \) is a rectangular pulse from \(-1\) to \(1\) with height 0.5.
**Explanation:**
Both functions are simple rectangular pulses, but \( g(t) \) is wider and shorter than \( f(t) \).
---
### **Step 2: Set up the convolution integral**
The convolution is given by:
\[
h(t) = \int_{-\infty}^{\infty} f(\tau)g(t-\tau)d\tau
\]
Since both functions are zero outside their respective intervals, the limits of integration are determined by the overlap of the two pulses as one slides past the other:
- \( f(\tau) \) is nonzero for \( -0.5 \leq \tau \leq 0.5 \)
- \( g(t-\tau) \) is nonzero for \( -1 \leq t-\tau \leq 1 \implies t-1 \leq \tau \leq t+1 \)
So, the overlap occurs for:
\[
\max(-0.5, t-1) \leq \tau \leq \min(0.5, t+1)
\]
Thus,
\[
h(t) = \int_{\max(-0.5, t-1)}^{\min(0.5, t+1)} f(\tau)g(t-\tau)d\tau
\]
Since \(f(\tau) = 1\) and \(g(t-\tau) = 0.5\) within their intervals,
\[
h(t) = \int_{\text{overlap}} 0.5\, d\tau = 0.5 \times (\text{length of overlap})
\]
**Explanation:**
The value of \( h(t) \) at each \( t \) is half the length of the overlap between the two rectangular pulses.
---
### **Step 3: Calculate and sketch \( h(t) \), and analyze widths**
#### **Find the overlap as a function of \( t \):**
- For \( t < -1.5 \): No overlap, \( h(t) = 0 \)
- For \( -1.5 \leq t < -0.5 \): Overlap from \( -0.5 \) to \( t+1 \)
Length: \( (t+1) - (-0.5) = t + 1.5 \)
So, \( h(t) = 0.5 \times (t+1.5) \)
- For \( -0.5 \leq t < 0.5 \): Full overlap, length = \(0.5 - (-0.5) = 1\)
So, \( h(t) = 0.5 \times 1 = 0.5 \)
- For \( 0.5 \leq t < 1.5 \): Overlap from \( t-1 \) to \( 0.5 \)
Length: \( 0.5 - (t-1) = 1.5 - t \)
So, \( h(t) = 0.5 \times (1.5 - t) \)
- For \( t \geq 1.5 \): No overlap, \( h(t) = 0 \)
#### **Sketch:**
- \( h(t) \) is a triangle: rises from 0 at \( t = -1.5 \) to 0.5 at \( t = -0.5 \), stays at 0.5 until \( t = 0.5 \), then falls to 0 at \( t = 1.5 \).
#### **Relative widths:**
- \( f(t) \) width: 1
- \( g(t) \) width: 2
- \( h(t) \) width: 3 (from \( -1.5 \) to \( 1.5 \)), i.e., sum of the widths of \( f(t) \) and \( g(t) \).
**Explanation:**
The convolution of two rectangles results in a "tent" (trapezoid/triangle) whose width is the sum of the widths of the two original pulses.
---
### **Final Answer:**
\[
h(t) =
\begin{cases}
0 & |t| > 1.5 \\
0.5 \times (t + 1.5) & -1.5 < t < -0.5 \\
0.5 & -0.5 \leq t \leq 0.5 \\
0.5 \times (1.5 - t) & 0.5 < t < 1.5 \\
0 & \text{otherwise}
\end{cases}
\]
- The width of \( h(t) \) is the sum of the widths of \( f(t) \) and \( g(t) \).
- The maximum value of \( h(t) \) is 0.5.
- Sketch \( h(t) \) as a triangle/trapezoid from \( t = -1.5 \) to \( t = 1.5 \), peaking at 0.5 between \( t = -0.5 \) and \( t = 0.5 \).
---
**Observation:**
The convolution of two rectangular pulses produces a tent-shaped function whose width is the sum of the original pulse widths.
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