This document provides an overview of adaptive filters, including: - Adaptive filters have coefficients that are adjusted based on input data to optimize performance, unlike fixed filters. - The LMS algorithm is commonly used to adjust coefficients to minimize the mean square error between the filter output and a desired signal. - Key applications of adaptive filters include noise cancellation, system identification, channel equalization, and echo cancellation.