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- 2074 Asoj · 3+2 marks
LTI output, h[n]=(1/2)^n window
Short answer
Convolving h[n]={(1/2)^n for -2≤n≤1} with x[n]={2,1,0.5,-1} from n=0 yields y[n]={8,8,6,-1,-1,-0.75,-0.5} for n=-2 to 4.
Find the output of LTI system having impulse response h[n] = (1/2)^n {u[n+2] − u[n−2]} and input signal x[n] = {2, 1, 0.5, −1}. Also check the answer.
The output is y[n] = x[n] * h[n] = Σ x[k] h[n − k].
Impulse response: u[n+2] − u[n−2] is 1 for −2 ≤ n ≤ 1, so h[n] = (½)ⁿ for n = −2, −1, 0, 1:
h[−2] = 4, h[−1] = 2, h[0] = 1, h[1] = ½.
Input: x[n] = {2, 1, 0.5, −1}. No origin is marked, so I take the first sample at n = 0: x[0] = 2, x[1] = 1, x[2] = 0.5, x[3] = −1.
Output starts at n = −2 + 0 = −2, ends at n = 1 + 3 = 4 (length 4 + 4 − 1 = 7).
Using y[n] = Σ x[k] h[n − k]:
y[−2] = x0·h[−2] = 2·4 = 8
y[−1] = x0·h[−1] + x1·h[−2] = 4 + 4 = 8
y[ 0] = x0·h[0] + x1·h[−1] + x2·h[−2] = 2 + 2 + 2 = 6
y[ 1] = x0·h[1] + x1·h[0] + x2·h[−1] + x3·h[−2]
= 1 + 1 + 1 − 4 = −1
y[ 2] = x1·h[1] + x2·h[0] + x3·h[−1] = 0.5 + 0.5 − 2 = −1
y[ 3] = x2·h[1] + x3·h[0] = 0.25 − 1 = −0.75
y[ 4] = x3·h[1] = −0.5
Answer: y[n] = {8, 8, 6, −1, −1, −0.75, −0.5} for n = −2 … 4.
Check
- Sum rule: Σy = (Σx)(Σh). Σx = 2.5, Σh = 7.5, product = 18.75. Σy = 8 + 8 + 6 − 1 − 1 − 0.75 − 0.5 = 18.75. ✓
- Polynomial (z-transform) method: X(z) = 2 + z⁻¹ + 0.5z⁻² − z⁻³, H(z) = 4z² + 2z + 1 + 0.5z⁻¹. Multiplying gives 8z² + 8z + 6 − z⁻¹ − z⁻² − 0.75z⁻³ − 0.5z⁻⁴, the same coefficients. ✓
✓ Answer checked by Claude Opus 5.5 (high effort)
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