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- 2073 Shrawan · 7 marks
Find x3[n] from X3=X1X2, x1 5-point, x2 4-point
Short answer
Pad x2 to five points, then take the 5-point circular convolution of x1 and x2. The result is x3[n] = {1, -16, -5, 9, 5}.
Find x3[n] if DFT of x3[n] is given by X3(k) = X1(k) X2(k) where X1(k) and X2(k) are 5-point DFT of x1[n] = {1, −2, 2, 1, 4} and x2[n] = {2, 1, −3, −1} respectively.
x2[n] has only 4 points; since the DFTs are 5-point, it is padded with one zero. Because X3(k) = X1(k)·X2(k), x3[n] is the 5-point circular convolution of x1[n] and x2[n] (multiplication of DFTs ⇔ circular convolution):
- x1[n] = {1, −2, 2, 1, 4}
- x2[n] = {2, 1, −3, −1, 0}
x3[n] = Σ (m = 0 to 4) x1[m] · x2[(n − m) mod 5]
Written as a matrix product (the first column of the circulant is x1, and each later column is the previous one shifted down circularly):
| 1 4 1 2 -2 | | 2 |
| -2 1 4 1 2 | | 1 |
| 2 -2 1 4 1 | | -3 |
| 1 2 -2 1 4 | | -1 |
| 4 1 2 -2 1 | | 0 |
Row by row:
- x3[0] = (1)(2) + (4)(1) + (1)(−3) + (2)(−1) + (−2)(0) = 1
- x3[1] = (−2)(2) + (1)(1) + (4)(−3) + (1)(−1) + (2)(0) = −16
- x3[2] = (2)(2) + (−2)(1) + (1)(−3) + (4)(−1) + (1)(0) = −5
- x3[3] = (1)(2) + (2)(1) + (−2)(−3) + (1)(−1) + (4)(0) = 9
- x3[4] = (4)(2) + (1)(1) + (2)(−3) + (−2)(−1) + (1)(0) = 5
Check using DFTs: the inverse DFT of X1(k)·X2(k), k = 0 … 4, is {1, −16, −5, 9, 5} (Σx3 = −6 = X1(0)·X2(0) = 6 × (−1)).
Answer: x3[n] = {1, −16, −5, 9, 5}, n = 0 … 4.
✓ Answer checked by Claude Opus 5.5 (high effort)
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