- Conference date: 25–26 December 2010
- Location: Chandigarh, (India)
A standard algorithm for LMS‐filter simulation, tested with several convergence criteria is presented in this paper. We analyze the steady‐state mean square error (MSE) convergence of the LMS algorithm when random functions are used as reference inputs. In this paper, we make a more precise analysis using the deterministic nature of the reference inputs and their time‐variant correlation matrix. Simulations performed under MATLAB show remarkable differences between convergence criteria with various value of the step size.
- Error analysis
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