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Adaptive filters play a crucial role in signal processing by enabling tasks such as equalization and noise cancellation. These filters continuously adjust their parameters based on incoming signals, making them effective in dynamic environments. The Least Mean Squares (LMS) algorithm is a prevalent method for updating filter coefficients, enhancing the quality of transmitted signals by mitigating distortions and eliminating unwanted noise.