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 , we will use direct integration.
Step 1: Breakdown of the signal
The given signal is a combination of two components:
- : The unit rectangular function shifted to the right by 1 unit, with a range between -1/2 and 1/2.
- : An exponentially decaying function centered at .
We need to find the Fourier transform of each component individually and then combine the results, since the Fourier transform is linear.
Step 2: Fourier Transform of
The unit rectangular function is defined as:
\begin{cases} 1, & \text{for} \ |t| \leq \frac{1}{2}, \\ 0, & \text{otherwise}. \end{cases}$$ The Fourier transform of $$\Pi(t)$$ is a sinc function: $$\mathcal{F}\{\Pi(t)\} = \text{sinc}(f) = \frac{\sin(\pi f)}{\pi f}.$$ For a shifted rectangular function $$\Pi(t - 1)$$, the Fourier transform includes a phase shift factor: $$\mathcal{F}\{\Pi(t - 1)\} = \text{sinc}(f) \cdot e^{-j2\pi f}.$$ ### Step 3: Fourier Transform of $$-5 \exp(-2|t + 3|)$$ The term $$\exp(-2|t + 3|)$$ is an exponential decay centered at $$t = -3$$. The Fourier transform of $$\exp(-a|t|)$$ is: $$\mathcal{F}\{\exp(-a|t|)\} = \frac{2a}{a^2 + (2\pi f)^2}.$$ For $$\exp(-2|t + 3|)$$, we apply the time-shifting property: $$\mathcal{F}\{\exp(-2|t + 3|)\} = \frac{4}{4 + (2\pi f)^2} \cdot e^{j6\pi f}.$$ Multiplying by the constant -5, we get: $$\mathcal{F}\{-5 \exp(-2|t + 3|)\} = -5 \cdot \frac{4}{4 + (2\pi f)^2} \cdot e^{j6\pi f}.$$ ### Step 4: Combine the results Now, combining the Fourier transforms of both components, we get the total Fourier transform $$G(f)$$ of the signal $$g(t)$$: $$G(f) = \text{sinc}(f) \cdot e^{-j2\pi f} - 5 \cdot \frac{4}{4 + (2\pi f)^2} \cdot e^{j6\pi f}.$$ This is the Fourier transform $$G(f)$$ of the given signal $$g(t)$$. Would you like further details or explanations? Here are five related questions: 1. How does the time-shifting property affect the Fourier transform of a signal? 2. What is the significance of the sinc function in signal processing? 3. How can you derive the Fourier transform of a Gaussian function? 4. How do phase shifts appear in the Fourier domain, and what is their physical meaning? 5. How would you compute the inverse Fourier transform of a given function? **Tip:** When working with the Fourier transform, always remember the duality between time shifts and phase shifts in the frequency domain.Ask a new question for Free
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Math Problem Analysis
Mathematical Concepts
Fourier Transform
Signal Processing
Time-Shifting Property
Exponential Functions
Formulas
Fourier transform of Π(t) is sinc(f) = sin(πf) / (πf)
Fourier transform of exp(-a|t|) is 2a / (a^2 + (2πf)^2)
Time-shifting property: F{g(t - t0)} = G(f) * e^(-j2πft0)
Theorems
Fourier Transform Theorem
Time-Shifting Theorem
Suitable Grade Level
Undergraduate Level
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