An anti-aliasing filter is a low-pass filter used before analog-to-digital converters (ADCs) to prevent aliasing, which occurs when high-frequency signals are misrepresented as lower frequencies. It attenuates frequency components that exceed the Nyquist frequency, which is half the sampling rate. This filtering is crucial for ensuring accurate digital representation of analog signals. Without an anti-aliasing filter, high-frequency signals can interfere with the integrity of the sampled data. Proper use of an anti-aliasing filter is essential for high-quality signal processing.