The note introduces the basic concepts of sampled‑data systems, including discrete‑time sampling, Nyquist’s criterion, and the effects of aliasing on signal integrity. It describes how insufficient sampling rates cause loss of information and outlines the role of anti‑aliasing filters.
It then discusses practical filter design, showing how filter order and stop‑band attenuation relate to desired dynamic range, and covers oversampling, decimation, and quantization effects. Formulas for SNR, effective number of bits (ENOB), and ADC resolution selection are provided, along with example calculations.
The signal must be sampled at a rate greater than twice its bandwidth to avoid loss of information.
Approximately 10 poles are needed to achieve 60 dB attenuation.
SNR = 6.02 N + 1.76 dB.