What is the Nyquist-Shannon sampling theorem?
The Nyquist-Shannon sampling theorem states that a continuous-time signal can be reconstructed perfectly from its samples if the sampling rate is at least twice the signal’s highest frequency component. This means that the sampling rate must be chosen carefully to avoid aliasing, which occurs when a high-frequency component is incorrectly represented as a lower frequency component.