Consider virgin data sampled at 1000 Hz. Form a signal containing a 60 Hz sinusoid of amplitude 1 and 120 Hz sinusoid of amplitude 2 and corrupt it with some level(amplitude) of zero-mean random noise. At what the level of noise one could not detect the virgin data?
Quantization and Resolution
Quantization is a methodology of carrying out signal modulation by the process of mapping input values from an infinitely long set of continuous values to a smaller set of finite values. Quantization forms the basic algorithm for lossy compression algorithms and represents a given analog signal into digital signals. In other words, these algorithms form the base of an analog-to-digital converter. Devices that process the algorithm of quantization are known as a quantizer. These devices aid in rounding off (approximation) the errors of an input function called the quantized value.
Probability of Error
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