Math Problem Statement
The impulse response from a difference equation π¦(π)β 5 6 π¦(πβ1)+ 1 6 π¦(πβ2)=π₯(π), using Fourier transforms, find: (i)The Frequency response H(β¦) (ii) The impulse response β(π)
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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