The Elo algorithm, renowned for its simplicity, is widely used for rating in sports tournaments
and other applications. However, despite its widespread use, a detailed understanding of …

The performance analysis of the improved proportionate affine projection (IPAP) algorithm is
performed in this brief. Based on the energy-conservation arguments, the steady-state …

This letter presents model expressions describing the steady-state behavior of proportionate
normalized least-mean-square (PNLMS)-type algorithms, taking into account both complex …

This paper presents a stochastic model of the least-mean-square for bilinear forms (LMS-BF)
algorithm in which the bilinear term is defined with respect to the temporal and spatial …

This paper presents a stochastic model describing the behavior of either affine or convex
combination scheme involving two adaptive filters operating in parallel with the normalized …

In this paper, a stochastic model is proposed for the constrained normalized least-mean-
square (CNLMS) algorithm, which is an adaptive algorithm that operates by minimizing the …

This paper presents a stochastic model of the normalized least-mean-square (NLMS)
algorithm aiming to study its behavior in time-varying environments for both white and …

This paper presents a stochastic model for the normalized smoothed variation rate individual-
activation-factor proportionate normalized least-mean-square (NSVR–IAF–PNLMS) …

Este trabalho de pesquisa trata da modelagem estocástica de dois algoritmos adaptativos
bem conhecidos na literatura, a saber: o algoritmo FxLMS (filtered x least mean square) e o …

Este trabalho de pesquisa aborda a modelagem estocástica de algoritmos adaptativos com
restrição lineares, considerando um problema de conformação de feixe em arranjos …