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H(e^(jω)) and h[n] for y[n] = 0.5y[n−1] + x[n]
Short answer
Taking the DTFT gives H(e^jw)=1/(1-0.5e^(-jw)), a lowpass response. The impulse response is h[n]=(0.5)^n u[n], which is causal, stable, and IIR; DC gain is 2.
Find the frequency response and impulse response for a system characterized by linear constant coefficient difference equation y[n] = 0.5y[n−1] + x[n].
Given: , i.e. (system initially at rest).
Frequency response
Take the DTFT of both sides, using the shift property :
Writing , the denominator is .
Magnitude response:
Phase response:
| 0 | |||||
|---|---|---|---|---|---|
| 2.000 | 1.357 | 0.894 | 0.715 | 0.667 | |
| Phase | 0° | −28.7° | −26.6° | −14.6° | 0° |
The gain is largest at and smallest at , so the system is a low pass filter. is periodic with period .
Impulse response
Using the DTFT pair for , with :
Check by recursion (, ):
| 0 | 1 | 2 | 3 | 4 | |
|---|---|---|---|---|---|
| 1 | 0.5 | 0.25 | 0.125 | 0.0625 |
This matches . The system is causal ( for ), stable (), and IIR (infinite-length ). Note , as expected.
✓ Answer checked by Claude Opus 5.5 (high effort)
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