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Sampling Theorem Questions and Answers

1.

Calculate the minimum sampling rate to avoid aliasing when a continuous-time signal is given by \(x(t) = 20\cos 500\pi t\).

Exam Year(s)

DSSSB AE - 2023,

Answer: C

Write the signal as \(x(t) = 20\cos(2\pi f t)\) with \(2\pi f = 500\pi\), so the frequency is


\[ f = 250\ \text{Hz} \]


To avoid aliasing the sampling rate must be at least twice the highest frequency (the Nyquist rate).


\[ f_s = 2f = 500\ \text{Hz} \]


The value 250 Hz is the signal frequency itself, which is only the Nyquist frequency, and 125 Hz and 375 Hz are not related to it. The answer is 500 Hz, option C.

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2.

The Nyquist rate of the given analogue signal is:

\(X(t) = 3\cos 50\pi t + 10\sin 300\pi t\)

Exam Year(s)

DSSSB AE - 2023,

Answer: C

The frequencies in the signal are found from the angular frequencies: \(50\pi\) rad/s is 25 Hz and \(300\pi\) rad/s is 150 Hz.


\[ f_{max} = \frac{300\pi}{2\pi} = 150\ \text{Hz} \]


The Nyquist rate is twice the highest frequency in the signal.


\[ f_N = 2 \times 150 = 300\ \text{Hz} \]


The value 150 Hz is the highest frequency itself and 50 Hz is twice the lower component, and 200 Hz does not come from either of them. The answer is 300 Hz, option C.

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