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LMS Algorithm for Adaptive Filters by Alexandra Sufanu is a document available to read on EtoBox.
What is LMS Algorithm for Adaptive Filters about?
This document discusses adaptive filters and the LMS adaptive algorithm. It introduces adaptive filters and their applications. The LMS adaptive algorithm is then described, which uses instantaneous gradient estimates to update filter coefficients and minimize error. Pseudocode is provided to implement an adaptive filter using the LMS algorithm. Source code examples using fixed point and floating point implementations in C and assembly language are also referenced.
- Author
- Alexandra Sufanu
- Language
- EN