- 2071 Shrawan · 7 marks
Output y[n] from G[k]=X[k]H[k]
Short answer
The product of 4-point DFTs corresponds to 4-point circular convolution of x and h. Computing it gives y[n] = {42, 46, 42, 30}.
A system has input signal x[n] = {1,2,3,4} and impulse response h[n] = {1,3,5,7} and the DFT of x[n] is X[k] and the DFT of h[n] is H[k]. Find the output of the system y[n] if G[k] = X[k].H[k].
Here G[k] = X[k]H[k] with 4-point DFTs, so the output y[n] = IDFT{G[k]} is the 4-point circular convolution of x[n] and h[n] (multiplication of DFTs ⇔ circular convolution). Both sequences already have N = 4 points, so no zero padding is needed:
- x[n] = {1, 2, 3, 4}
- h[n] = {1, 3, 5, 7}
y[n] = Σ (m = 0 to 3) x[m] · h[(n − m) mod 4]
Written as a matrix product (the first column of the circulant matrix is x, and each later column is the previous one shifted down circularly):
| 1 4 3 2 | | 1 |
| 2 1 4 3 | | 3 |
| 3 2 1 4 | | 5 |
| 4 3 2 1 | | 7 |
Row by row:
- y[0] = (1)(1) + (4)(3) + (3)(5) + (2)(7) = 42
- y[1] = (2)(1) + (1)(3) + (4)(5) + (3)(7) = 46
- y[2] = (3)(1) + (2)(3) + (1)(5) + (4)(7) = 42
- y[3] = (4)(1) + (3)(3) + (2)(5) + (1)(7) = 30
Check using DFTs: the inverse DFT of X(k)·H(k) for k = 0 … 3 is {42, 46, 42, 30}. Also, Σy[n] = 160 = X(0)·H(0) = 10 × 16 = 160.
Answer: y[n] = {42, 46, 42, 30}, n = 0 … 3.
✓ Answer checked by Claude Opus 5.5 (high effort)
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