In question y[n] is the convolution of two signal. Choose correct opti...
Convolution of Two Signals
To understand the given question, we need to first understand the concept of convolution of two signals. Convolution is a mathematical operation that combines two signals to produce a third signal. It is denoted by the symbol "*", and it is defined as follows:
y[n] = x[n] * h[n] = ∑(x[k] * h[n-k])
where y[n] is the output signal, x[n] is the first input signal, h[n] is the second input signal, and the summation is taken over all values of k.
Given Signals
In the given question, we have two signals:
x[n] = u[n - 3]
h[n] = u[n + 3]
where u[n] is the unit step function, defined as:
u[n] = 1, for n ≥ 0
u[n] = 0, for n < />
We need to find the convolution y[n] = x[n] * h[n].
Calculating the Convolution
To calculate the convolution, we substitute the given signals into the convolution formula:
y[n] = ∑(x[k] * h[n-k])
Substituting x[k] and h[n-k]:
y[n] = ∑(u[k - 3] * u[(n - k) + 3])
Simplifying the expression:
y[n] = ∑(u[k - 3] * u[n - k + 3])
We can split the summation into two parts:
y[n] = ∑(u[k - 3] * u[n - k + 3]) = ∑(u[k - 3]) * ∑(u[n - k + 3])
Now, let's analyze the two summations separately:
∑(u[k - 3]):
Since u[k - 3] is equal to 1 for k ≥ 3 and 0 for k < 3,="" the="" summation="" will="" />
∑(u[k - 3]) = 1 + 1 + 1 + ... = k - 2, for k ≥ 3
∑(u[n - k + 3]):
Similarly, u[n - k + 3] is equal to 1 for n - k + 3 ≥ 0, i.e., n ≥ k - 3, and 0 for n - k + 3 < 0,="" i.e.,="" n="" />< k="" -="" 3.="" therefore,="" the="" summation="" will="" />
∑(u[n - k + 3]) = 1 + 1 + 1 + ... = n - k + 4, for n ≥ k - 3
Final Convolution Expression
Substituting the summations back into the convolution expression:
y[n] = ∑(u[k - 3]) * ∑(u[n - k + 3]) = (k - 2) * (n - k + 4)
Simplifying further:
y[n] = (kn - 2k - nk + 4k - 2n + 8) = -n + (5k - 2)
Comparing with the given options:
a) (n - 1)u[n]
b) nu[n]
c) (n - 1)u[n]
d) u[n]
We can
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