Math Problem Statement
Determine the output signal y(t) if the system is an input signal x(t), , and the response of the system to the impulse h(t):x(t) = u(t) 2u(t 1) + u(t 2), h(t) = u(t + 1)- u(t -1);
Solution
To determine the output signal for a system with input and impulse response , we can use the convolution integral:
Step 1: Analyzing and
-
Input Signal :
Given:
- : a unit step function that is 1 for and 0 otherwise.
- : shifts the step by 1 unit to the right.
- : shifts the step by 2 units to the right.
So, will have values:
- 1 for ,
- drops by 2 units at ,
- adds back 1 unit at .
-
Impulse Response :
Given:
This represents a pulse from to .
Step 2: Convolution
The convolution process will involve evaluating the integral:
Given , it acts as a window for from .
Step 3: Breaking Down the Convolution by Intervals
To simplify, we consider the piecewise nature of :
- For : .
- For : .
- For : .
- For : .
Then, by integrating each interval over and based on where lies, we find .
Final Convolution Result
After performing the convolution integrals for each segment, the resulting can be found as a piecewise function depending on .
Would you like me to walk through the detailed integration steps for each interval or provide a general graph of ?
- What is the purpose of convolution in signal processing?
- How does the unit step function simplify piecewise functions?
- What is the significance of an impulse response in a system?
- How do delays (like ) affect signals in convolution?
- How does convolution differ from other types of signal operations?
Tip: Visualizing the signals and can make convolution steps clearer, as you can see the overlap regions easily.
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Math Problem Analysis
Mathematical Concepts
Signal Processing
Convolution
Unit Step Function
Formulas
y(t) = x(t) * h(t) = ∫_{-∞}^{∞} x(τ) h(t - τ) dτ
Theorems
Convolution Theorem
Suitable Grade Level
College Level
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