In our exploration of noise control technologies, we find ourselves at the intersection of two innovative approaches: Adaptive LMS Noise Filter and Active Noise Cancellation. Both methods aim to enhance our auditory experience by reducing unwanted sounds, yet they employ distinct mechanisms and applications to achieve this goal. By examining their core principles, benefits, and…