The theory and technology of adaptive signal processing have become a commonly used filtering and denoising technology. This paper describes the principle of adaptive filtering and the principles and steps of two basic adaptive algorithms, the LMS algorithm and the RLS algorithm. The two algorithms are simulated and implemented using MATLAB.
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