SNR of a quantized signal depends on the number of bits. Explain how the number of bits should be chosen for a quantization process.

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SNR of a quantized signal depends on the number of bits. Explain how the number of bits should be chosen for a quantization process.

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Step 1

When an Analog to Digital converter converts any continuous signal to discreet form, a range of input values produce the same output due to rounding of of the signal in discreet form. This leads to an error called as Quantization error it's RMS value is given by the below expression,

vqn=Q12Where, Q= Quantum (The range of input values that produces the same output)

Let, us assume that the input signal is a sinusoidal signal with the maximum value of Vm , where 2Vm is the reference voltage for an N-Bit Analog to digital converter

Step 2

RMS value =2Vm22=2NQ22where, N= number of bits for discretization

Signal to noise ratio can be calculated as:

SNR=20 logVrmsvqn=20 log2NQ22Q12=20 log 2N1222=20 log(2N)+20 log62=6.02N+1.76 dB

 

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