Question:medium

Consider a discrete memoryless source with an alphabet of four source symbols. \(s(t)\) is a multi-level \((-1,0,+1,+2)\) signal representing a long sequence of random symbols from the above source which is generating \(10^4\) symbols per second.
Which of the following options is the correct value of equivalent Nyquist bandwidth of \(s(t)\)?

Show Hint

The Nyquist bandwidth of a baseband signal is half the symbol rate, regardless of how many amplitude levels each symbol has.
Updated On: Jul 20, 2026
  • \(10\text{ kHz}\)
  • \(64\text{ kHz}\)
  • \(5\text{ kHz}\)
  • \(20\text{ kHz}\)
Show Solution

The Correct Option is C

Solution and Explanation

Step 1: Find the time slot given to each symbol.
If $10^4$ symbols go out every second, each symbol occupies a time slot of
\[ T=\frac{1}{R_s}=\frac{1}{10^4}\text{ s}=100\ \mu\text{s} \]

Step 2: Recall how pulse duration links to bandwidth.
A pulse of duration $T$ shaped to avoid inter symbol interference needs a minimum bandwidth of
\[ B=\frac{1}{2T} \]
This comes from the idea that the smallest bandwidth channel that can still carry one independent pulse every $T$ seconds without the pulses blurring into each other is $1/(2T)$.

Step 3: Plug in the symbol period.
\[ B=\frac{1}{2\times100\ \mu\text{s}}=\frac{1}{200\ \mu\text{s}} \]

Step 4: Work out the number.
\[ B=\frac{1}{200\times10^{-6}}=5000\text{ Hz}=5\text{ kHz} \]

Step 5: Note that the four signal levels do not change this.
Whether each pulse takes one of $2$ levels or $4$ levels only changes how many bits ride on each pulse, not the physical pulse rate or its bandwidth requirement.
\[ \boxed{B=5\text{ kHz}} \]
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