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what is minimum sampling frequency to be satisfied to prevent aliasing if signal frequency is 7.1answer in box must be upto 2 decimal places

Question

What is the minimum sampling frequency to be satisfied to prevent aliasing if the signal frequency is 7.1?

Answer in box must be up to 2 decimal places.

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Solution

1. Break Down the Problem

To determine the minimum sampling frequency required to prevent aliasing, we use the Nyquist-Shannon sampling theorem. According to this theorem, to avoid aliasing, the sampling frequency must be at least twice the highest frequency present in the signal.

2. Relevant Concepts

The formula for the minimum sampling frequency fs f_s based on the highest frequency fmax f_{\text{max}} is given by: fs2fmax f_s \geq 2 \cdot f_{\text{max}}

3. Analysis and Detail

Given:

  • Signal frequency fmax=7.1Hz f_{\text{max}} = 7.1 \, \text{Hz}

We need to calculate the minimum sampling frequency: fs27.1Hz=14.2Hz f_s \geq 2 \cdot 7.1 \, \text{Hz} = 14.2 \, \text{Hz}

4. Verify and Summarize

The calculated minimum sampling frequency required to prevent aliasing is 14.2Hz 14.2 \, \text{Hz} .

Final Answer

The minimum sampling frequency to prevent aliasing is: 14.20 \boxed{14.20}

This problem has been solved

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