Math Problem Statement

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The input to the channel is given as: x(n) = 12 cos(πn/2) + (3/2) cos(2πn/3), and the channel is modeled as an LTI system with amplitude response S(f) = 2f/(f+2). Calculate the output y(n).

Solution

Let's break down the problem in steps to calculate the output y(n)y(n) based on the provided information.

Problem Breakdown:

1. Input Signal x(n)x(n):

The input signal x(n)x(n) is given as: x(n)=12cos(πn2)+32cos(2πn3)x(n) = 12 \cos\left(\frac{\pi n}{2}\right) + \frac{3}{2} \cos\left(\frac{2\pi n}{3}\right) This is a sum of two cosine signals with different frequencies.

  • The first term 12cos(πn2)12 \cos\left(\frac{\pi n}{2}\right) has a frequency of 14\frac{1}{4} (since cos(2πfn)\cos(2\pi f n), so f1=14f_1 = \frac{1}{4}).
  • The second term 32cos(2πn3)\frac{3}{2} \cos\left(\frac{2\pi n}{3}\right) has a frequency of 13\frac{1}{3} (so f2=13f_2 = \frac{1}{3}).

2. Channel's Amplitude Response S(f)S(f):

The channel is modeled as a linear time-invariant (LTI) system with an amplitude response given by: S(f)=2ff+2S(f) = \frac{2f}{f + 2}

This response will affect each frequency component of the input signal x(n)x(n).

3. Effect of Channel on Each Frequency Component:

For each frequency component of x(n)x(n), the channel will scale it based on its amplitude response S(f)S(f).

  • For the first term 12cos(πn2)12 \cos\left(\frac{\pi n}{2}\right), the frequency is f1=14f_1 = \frac{1}{4}. So, the amplitude response will be: S(14)=2×1414+2=1294=12×49=29S\left(\frac{1}{4}\right) = \frac{2 \times \frac{1}{4}}{\frac{1}{4} + 2} = \frac{\frac{1}{2}}{\frac{9}{4}} = \frac{1}{2} \times \frac{4}{9} = \frac{2}{9} The new amplitude for this term will be: 12×29=249=8312 \times \frac{2}{9} = \frac{24}{9} = \frac{8}{3} So the output for this term will be 83cos(πn2)\frac{8}{3} \cos\left(\frac{\pi n}{2}\right).

  • For the second term 32cos(2πn3)\frac{3}{2} \cos\left(\frac{2\pi n}{3}\right), the frequency is f2=13f_2 = \frac{1}{3}. So, the amplitude response will be: S(13)=2×1313+2=2373=27S\left(\frac{1}{3}\right) = \frac{2 \times \frac{1}{3}}{\frac{1}{3} + 2} = \frac{\frac{2}{3}}{\frac{7}{3}} = \frac{2}{7} The new amplitude for this term will be: 32×27=614=37\frac{3}{2} \times \frac{2}{7} = \frac{6}{14} = \frac{3}{7} So the output for this term will be 37cos(2πn3)\frac{3}{7} \cos\left(\frac{2\pi n}{3}\right).

4. Final Output y(n)y(n):

The final output y(n)y(n) will be the sum of the two terms after being affected by the channel: y(n)=83cos(πn2)+37cos(2πn3)y(n) = \frac{8}{3} \cos\left(\frac{\pi n}{2}\right) + \frac{3}{7} \cos\left(\frac{2\pi n}{3}\right)

This is the output signal after passing through the LTI system.


Do you need more details on any step or further clarifications?

Related Questions:

  1. How do you find the frequency of a cosine signal from its equation?
  2. What is the role of an amplitude response in an LTI system?
  3. How do you apply a system's amplitude response to a given signal?
  4. Can you explain why different frequencies are affected differently by the channel?
  5. How would the output change if the channel response S(f)S(f) was different?

Tip: Always identify the frequencies of the input signal's components before applying the system's response to each.

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Math Problem Analysis

Mathematical Concepts

Signal Processing
Linear Time-Invariant Systems
Cosine Signals
Amplitude Response

Formulas

x(n) = 12 cos(πn/2) + (3/2) cos(2πn/3)
Amplitude Response: S(f) = 2f/(f+2)

Theorems

Linear Time-Invariant (LTI) System Response
Fourier Series

Suitable Grade Level

University Level (Electrical Engineering or Signal Processing)