Math Problem Statement
use DIRECT INTEGRATION to find the Fourier transform G(f) of the signal g(t) (Note: the unit rectangular function has a range between -1/2 and 1/2): g(t)= Π(t-1)-5exp(-2|t+3|)
Solution
To find the Fourier transform of the signal using direct integration, we first break down the given signal into its components:
Here:
- is a shifted unit rectangular function centered at , with a width of 1, spanning from to .
- is an exponentially decaying signal, symmetrically centered at .
The Fourier transform is defined by the following integral:
Step 1: Fourier Transform of
The unit rectangular function is a shifted version of the standard rectangular function , and its Fourier transform is well-known.
The Fourier transform of is:
Since the rectangular function is shifted by 1 unit, the Fourier transform will include a phase shift:
Step 2: Fourier Transform of
This is an exponentially decaying function of the form . The Fourier transform of is:
For , we apply a time shift of . The Fourier transform of a shifted exponential decay is:
Step 3: Combine the Results
The Fourier transform of is the sum of the Fourier transforms of the individual components:
This is the Fourier transform of the signal .
Let me know if you would like a deeper explanation or further steps in the process.
Here are 5 related questions for practice:
- What is the Fourier transform of without any shifts?
- How would you find the Fourier transform of ?
- What is the inverse Fourier transform of ?
- How does time shifting affect the Fourier transform of a signal?
- What are the properties of Fourier transforms for even and odd functions?
Tip:
When performing Fourier transforms on shifted signals, remember to account for phase shifts, as they appear as complex exponentials in the frequency domain.
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Math Problem Analysis
Mathematical Concepts
Fourier Transform
Unit Rectangular Function
Exponential Decay
Time Shifting in Signals
Formulas
G(f) = ∫ g(t) e^{-j 2π f t} dt
Fourier Transform of Π(t): F[Π(t)] = sin(π f) / (π f)
Fourier Transform of exp(-a |t|): F[exp(-a |t|)] = 2a / (a^2 + (2π f)^2)
Theorems
Fourier Transform Time Shift Property
Fourier Transform Scaling Theorem
Suitable Grade Level
Undergraduate level (Engineering or Physics)
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