Correct Answer - Option 2 : Nonlinear and signal-dependent
In a communication system, noise due to quantization error is known as a signal to quantization noise ratio and it is defined as:
\(SQNR = \frac{{Normalized~Signal~Power}}{{Normalized~noise~power}}\)
\(SQNR = \frac{{3P}}{{{{\left( {{A_m}} \right)}^2}}}{.2^{{2^n}}}\)
Where:
P = message signal power
Am = Amplitude of message signal
N = number of bits used during the quantization process.
So, by seeing the expression of SQNR, we get SQNR is nonlinear and signal-dependent.
Hence, option (2) is correct.
Important Point:
1) Quantization error is the difference between the input and output of a Quantizer.
2) In dB, SQNR isSQNR (in dB) = 1.8 + 6n