Give step-by-step solution with explanation and final answer:Consider the periodic sequence x(n) shown below. Determine the Fourier coefficients X(K). Consider the periodic sequence x(n) shown below. Determine the Fourier coefficients X(K).
Question:
Give step-by-step solution with explanation and final answer:
Consider the periodic sequence x(n) shown below. Determine the Fourier coefficients
X(K).
Consider the periodic sequence x(n) shown below. Determine the Fourier coefficients
X(K).
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Asked by: M Raju
Created at: 2025-09-05 19:59:18
Asked by: M Raju
Created at: 2025-09-05 19:59:18
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Let's solve both problems **step-by-step**.
---
## **First Sequence**
Let's analyze the **first sequence**:
### **Step 1: Identify the Sequence and its Period**
From the plot:
- The sequence is periodic.
- The period \( N \) appears to be **8** (since the sequence repeats every 8 samples).
Let's denote the fundamental period as \( N = 8 \).
Let the sequence values (from \( n = 0 \) to \( n = 7 \)) be:
Suppose the values are:
\[
x(0), x(1), x(2), x(3), x(4), x(5), x(6), x(7)
\]
#### (You would need to read the actual values from the plot for an exact solution. Let's denote them as \( x(n) \).)
---
### **Step 2: Compute Fourier Coefficients**
The **Discrete Fourier Series (DFS)** coefficients for a periodic sequence of period \( N \) are given by:
\[
X(k) = \sum_{n=0}^{N-1} x(n) e^{-j\frac{2\pi}{N}kn}, \quad k = 0, 1, \ldots, N-1
\]
---
### **Step 3: Plug in the Values**
If you know the values \( x(0), x(1), \ldots, x(7) \):
\[
X(k) = x(0) + x(1)e^{-j\frac{2\pi}{8}k} + x(2)e^{-j\frac{2\pi}{8}2k} + \ldots + x(7)e^{-j\frac{2\pi}{8}7k}
\]
for \( k = 0, 1, \ldots, 7 \).
---
### **Step 4: Final Answer (for general \( x(n) \))**
\[
\boxed{
X(k) = \sum_{n=0}^{7} x(n) e^{-j\frac{2\pi}{8}kn}, \quad k = 0, 1, \ldots, 7
}
\]
---
## **Second Sequence**
Now, let's analyze the **second sequence**.
### **Step 1: Identify the Sequence and its Period**
From the plot:
- The sequence is also periodic.
- The period \( N \) is **10** (sequence repeats every 10 samples).
From the plot, you can see the sequence:
\[
x(n) =
\begin{cases}
1 & n = 0, 1, 2, 3, 4 \\
0 & n = 5, 6, 7, 8, 9 \\
\end{cases}
\]
and it repeats every 10 samples.
---
### **Step 2: Write Down the Values**
For \( n = 0, 1, 2, 3, 4 \), \( x(n) = 1 \); for \( n = 5, 6, 7, 8, 9 \), \( x(n) = 0 \).
---
### **Step 3: Compute Fourier Coefficients**
For period \( N = 10 \):
\[
X(k) = \sum_{n=0}^{9} x(n) e^{-j\frac{2\pi}{10}kn}, \quad k = 0, 1, \ldots, 9
\]
But since \( x(n) = 1 \) for \( n = 0,1,2,3,4 \) and \( x(n) = 0 \) otherwise:
\[
X(k) = \sum_{n=0}^{4} 1 \cdot e^{-j\frac{2\pi}{10}kn}
\]
\[
X(k) = \sum_{n=0}^{4} e^{-j\frac{2\pi}{10}kn}
\]
---
### **Step 4: Sum the Geometric Series**
This is a geometric series:
\[
X(k) = \frac{1 - e^{-j2\pi k \cdot 5/10}}{1 - e^{-j2\pi k / 10}}
\]
\[
X(k) = \frac{1 - e^{-j\pi k}}{1 - e^{-j2\pi k / 10}}
\]
But \( e^{-j\pi k} = (-1)^k \):
So,
\[
X(k) = \frac{1 - (-1)^k}{1 - e^{-j2\pi k / 10}}
\]
---
### **Step 5: Final Answer for Second Sequence**
\[
\boxed{
X(k) = \sum_{n=0}^{4} e^{-j\frac{2\pi}{10}kn} = \frac{1 - e^{-j\pi k}}{1 - e^{-j2\pi k / 10}}, \quad k = 0, 1, \ldots, 9
}
\]
---
## **Summary Table**
| Sequence | Period \( N \) | General Formula for \( X(k) \) |
|------------------|---------------|---------------------------------|
| First (unknown) | 8 | \( X(k) = \sum_{n=0}^7 x(n) e^{-j\frac{2\pi}{8}kn} \) |
| Second (given) | 10 | \( X(k) = \sum_{n=0}^{4} e^{-j\frac{2\pi}{10}kn} = \frac{1 - (-1)^k}{1 - e^{-j2\pi k / 10}} \) |
If you want the **numerical values** for the first sequence, please provide the explicit samples of \( x(n) \).
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