Search Results - "Linhares, Leandro L. S."

Performance evaluation of the maximum complex correntropy criterion with adaptive kernel width update by Aquino, Manoel B. L., F. Guimarães, João P., Linhares, Leandro L. S., Fontes, Aluísio I. R., Martins, Allan M.

“…The complex correntropy is a recently defined similarity measure that extends the advantages of conventional correntropy to complex-valued data. As in the…”
Get full text

Circular Correntropy: Definition and Application in Impulsive Noise Environments by Aquino, Manoel B. L., Guimaraes, Joao P. F., Fontes, Aluisio I. R., Linhares, Leandro L. S., Rego, Joilson B. A., Martins, Allan De M.

“…Circular statistics has been applied to several areas of knowledge in which the input data is circular or directional. Noisy measurements are still a problem…”
Get full text

An adaptive kernel width convex combination method for maximum correntropy criterion by Fontes, Aluisio I. R., Linhares, Leandro L. S., F. Guimarães, João P., Silveira, Luiz F. Q., Martins, Allan M.

“…Recently, the maximum correntropy criterion (MCC) has been successfully applied in numerous applications regarding nonGaussian data processing. MCC employs a…”
Get full text

NARX Model Identification Using Correntropy Criterion in the Presence of Non-Gaussian Noise by Araújo, Ícaro B. Q., Guimarães, João P. F., Fontes, Aluísio I. R., Linhares, Leandro L. S., Martins, Allan M., Araújo, Fábio M. U.

“…In past years, the system identification area has emphasized the identification of nonlinear dynamic systems. In this field, polynomial nonlinear…”
Get full text

Optimal design of digital low pass Finite Impulse Response filter using Particle Swarm Optimization and Bat Algorithm by Severino, Alcemy G. V., Linhares, Leandro L. S., de Araujo, Fabio M. U.

“…In this paper, the traditional metaheuristic Particle Swarm Optmization (PSO) and the Bat Algorithm (BA) are used to optimal design digital low pass (LP)…”
Get full text