Math Problem Statement
The impulse response from a difference equation 𝑦(𝑛)− 5 6 𝑦(𝑛−1)+ 1 6 𝑦(𝑛−2)=𝑥(𝑛), using Fourier transforms, find: (i)The Frequency response H(Ω) (ii) The impulse response ℎ(𝑛)
Solution
To solve for the frequency response and the impulse response of the given difference equation using Fourier transforms, we will proceed as follows:
Given Difference Equation
Step 1: Find the Frequency Response
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Apply the Discrete-Time Fourier Transform (DTFT) to the equation.
Let the DTFT of be and the DTFT of be . Then, applying the DTFT to both sides of the difference equation:
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Factor out :
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Express the Frequency Response :
Thus, the frequency response is:
Step 2: Find the Impulse Response
The impulse response is the inverse DTFT of .
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Express in a simpler form:
To simplify , consider the characteristic equation: This is a quadratic equation in : Solve for the roots and .
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Factor : where and are the roots.
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Inverse DTFT to find :
The impulse response will be the inverse DTFT of . If can be decomposed into simpler fractions, the impulse response is typically a sum of exponentials: where is the unit step function, and , are constants determined by partial fraction expansion.
Final Results:
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(i) The Frequency Response :
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(ii) The Impulse Response : The exact form depends on the roots and , and would be a sum of exponential sequences based on these roots.
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Math Problem Analysis
Mathematical Concepts
Difference Equations
Fourier Transforms
Discrete-Time Fourier Transform (DTFT)
Inverse DTFT
Formulas
DTFT equations
Inverse DTFT equations
Theorems
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Suitable Grade Level
Advanced College Level
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