Márcio Holsbach Costa

A statistical analysis of the affine projection algorithm for unity step size and autoregressive inputs

Sérgio Almeida, J.C.M. Bermudez, N.J. Bershad et al. · IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications · 2005 · 91 citations

Numerical Analysis, Mathematical Programming, Parameter Estimation +23

Stochastic analysis of the filtered-X LMS algorithm in systems with nonlinear secondary paths

Márcio Holsbach Costa, J.C.M. Bermudez, N.J. Bershad · IEEE Transactions on Signal Processing · 2002 · 76 citations

Saturation Nonlinearity Models, Nonlinear System Identification, Adaptive Filter +14

A noise resilient variable step-size LMS algorithm

Márcio Holsbach Costa, J.C.M. Bermudez · Signal Processing · 2007 · 68 citations

Adaptive Filter, Engineering Noise Control, Engineering +4

An improved model for the Normalized LMS algorithm with Gaussian inputs and large number of coefficients

Márcio Holsbach Costa, J.C.M. Bermudez · IEEE International Conference on Acoustics Speech and Signal Processing · 2002 · 54 citations

Mathematical Programming, Engineering, Machine Learning +18

Stochastic analysis of the LMS algorithm with a saturation nonlinearity following the adaptive filter output

Márcio Holsbach Costa, J.C.M. Bermudez, N.J. Bershad · IEEE Transactions on Signal Processing · 2001 · 36 citations

Engineering, Least Mean Square, Lms Algorithm +17