Implementation of Adaptive Filtering for EEG Signal Denoising

Implementation of an adaptive filter using the Least Mean Squares (LMS) algorithm for intracavitary radiotherapy applications. The primary objective is noise removal from EEG signals. The LMS filter is applied in three sequential stages: the first stage eliminates ECG noise, the second stage removes EOG noise, and the final stage attenuates 60 Hz power line interference.