José Carlos M. Bermudez

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 15

Top Venues

IEEE Trans. Signal Process.

CoRR

Signal Process.

ICASSP

Publications

Eweda Eweda, José Carlos M. Bermudez, Neil J. Bershad
Analysis of a Diffusion LMS Algorithm with Probing Delays for Cyclostationary White Gaussian and Non-Gaussian Inputs. Signal Process. 219 (2024)
Mircea Moscu, Ricardo Augusto Borsoi, Cédric Richard, José Carlos M. Bermudez
Graph Topology Inference With Derivative-Reproducing Property in RKHS: Algorithm and Convergence Analysis. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Eweda Eweda, José Carlos M. Bermudez, Neil J. Bershad
Analysis of a Diffusion LMS Algorithm With Communication Delays for Cyclostationary White Gaussian Inputs. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas, José Carlos M. Bermudez, Cédric Richard
Kalman Filtering and Expectation Maximization for Multitemporal Spectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Neil J. Bershad, Eweda Eweda, José Carlos M. Bermudez
Stochastic analysis of the diffusion LMS algorithm for cyclostationary white Gaussian inputs. Signal Process. 185 (2021)
Eweda Eweda, Neil J. Bershad, José Carlos M. Bermudez
Stochastic Analysis of the Diffusion Least Mean Square and Normalized Least Mean Square Algorithms for Cyclostationary White Gaussian and Non-Gaussian Inputs. CoRR (2021)
R. A. Borsoi, Cédric Richard, André Ferrari, Jie Chen, José Carlos M. Bermudez
Online Graph-Based Change Point Detection in Multiband Image Sequences. EUSIPCO (2020)
Tales Imbiriba, José Carlos M. Bermudez, Jean-Yves Tourneret, Neil J. Bershad
A New Decision-Theory-Based Framework for Echo Canceler Control. IEEE Trans. Signal Process. 66 (16) (2018)
Yanyan Wang, Yingsong Li, José Carlos M. Bermudez, Xiao Han
An adaptive combination constrained proportionate normalized maximum correntropy criterion algorithm for sparse channel estimations. EURASIP J. Adv. Signal Process. 2018 (2018)
Eweda Eweda, Neil J. Bershad, José Carlos M. Bermudez
Stochastic Analysis of the LMS and NLMS Algorithms for Cyclostationary White Gaussian and Non-Gaussian Inputs. IEEE Trans. Signal Process. 66 (18) (2018)
Tales Imbiriba, José Carlos M. Bermudez, Jean-Yves Tourneret, Neil J. Bershad
Technical Report: A New Decision-Theory-Based Framework for Echo Canceler Control. CoRR (2017)
Jingen Ni, Jian Yang, Jie Chen, Cédric Richard, José Carlos M. Bermudez
Stochastic behavior of the nonnegative least mean fourth algorithm for stationary Gaussian inputs and slow learning. Signal Process. 128 (2016)
Jie Chen, Cédric Richard, José Carlos M. Bermudez
Reweighted nonnegative least-mean-square algorithm. Signal Process. 128 (2016)
Neil J. Bershad, Eweda Eweda, José Carlos M. Bermudez
Stochastic Analysis of an Adaptive Line Enhancer/Canceler With a Cyclostationary Input. IEEE Trans. Signal Process. 64 (1) (2016)
Márcio Holsbach Costa, Sérgio J. M. de Almeida, José Carlos M. Bermudez
A New Theoretical Model for the Pseudo Affine Projection Algorithm for Unity Step Size and Autoregressive Inputs. IEEE Trans. Signal Process. 64 (14) (2016)
Tales Imbiriba, José Carlos M. Bermudez, Cédric Richard, Jean-Yves Tourneret
Band selection in RKHS for fast nonlinear unmixing of hyperspectral images. EUSIPCO (2015)
Jingen Ni, Jian Yang, Jie Chen, Cédric Richard, José Carlos M. Bermudez
Stochastic Behavior of the Nonnegative Least Mean Fourth Algorithm for Stationary Gaussian Inputs and Slow Learning. CoRR (2015)
Wei Gao, Jie Chen, Cédric Richard, José Carlos M. Bermudez, Jianguo Huang
Convergence analysis of the augmented complex klms algorithm with pre-tuned dictionary. ICASSP (2015)
Marcos H. Maruo, José Carlos M. Bermudez, Leonardo S. Resende
Statistical Analysis of a Jointly Optimized Beamformer-Assisted Acoustic Echo Canceler. IEEE Trans. Signal Process. 62 (1) (2014)
Jie Chen, José Carlos M. Bermudez, Cédric Richard
Steady-state performance of non-negative least-mean-square algorithm and its variants. CoRR (2014)
Wei Gao, Cédric Richard, José Carlos M. Bermudez, Jianguo Huang
Convex combinations of kernel adaptive filters. MLSP (2014)
Neil J. Bershad, Eweda Eweda, José Carlos M. Bermudez
Stochastic Analysis of the LMS and NLMS Algorithms for Cyclostationary White Gaussian Inputs. IEEE Trans. Signal Process. 62 (9) (2014)
Jie Chen, Wei Gao, Cédric Richard, José Carlos M. Bermudez
Convergence analysis of kernel LMS algorithm with pre-tuned dictionary. ICASSP (2014)
Jie Chen, José Carlos M. Bermudez, Cédric Richard
Steady-State Performance of Non-Negative Least-Mean-Square Algorithm and Its Variants. IEEE Signal Process. Lett. 21 (8) (2014)
Jie Chen, Cédric Richard, José Carlos M. Bermudez, Paul Honeine
Variants of Non-Negative Least-Mean-Square Algorithm and Convergence Analysis. IEEE Trans. Signal Process. 62 (15) (2014)
Eweda Eweda, Neil J. Bershad, José Carlos M. Bermudez
Stochastic analysis of the least mean fourth algorithm for non-stationary white Gaussian inputs. Signal Image Video Process. 8 (1) (2014)
Marcos H. Maruo, José Carlos M. Bermudez, Leonardo S. Resende
Statistical analysis of the jointly-optimized acoustic echo cancellation BF-AEC structure. ICASSP (2013)
Yoann Altmann, Nicolas Dobigeon, Jean-Yves Tourneret, José Carlos M. Bermudez
A robust test for nonlinear mixture detection in hyperspectral images. ICASSP (2013)
Odair A. Noskoski, José Carlos M. Bermudez, Sérgio J. M. de Almeida
Region-Based Wavelet-Packet Adaptive Algorithm for Identification of Sparse Impulse Responses. IEEE Trans. Signal Process. 61 (13) (2013)
Jie Chen, Cédric Richard, José Carlos M. Bermudez, Paul Honeine
Non-stationary analysis of the convergence of the Non-Negative Least-Mean-Square algorithm. EUSIPCO (2013)
Cédric Richard, José Carlos M. Bermudez
Closed-form conditions for convergence of the Gaussian kernel-least-mean-square algorithm. ACSCC (2012)
Wemerson Delcio Parreira, José Carlos M. Bermudez, Cédric Richard, Jean-Yves Tourneret
Stochastic Behavior Analysis of the Gaussian Kernel Least-Mean-Square Algorithm. IEEE Trans. Signal Process. 60 (5) (2012)
Celso H. H. Ribas, José Carlos M. Bermudez, Neil J. Bershad
Identification of sparse impulse responses - design and implementation using the partial Haar block wavelet transform. Digit. Signal Process. 22 (6) (2012)
Yasmín Montenegro M., José Carlos M. Bermudez
Transient Mean-Square Analysis of Prediction Error Method-Based Adaptive Feedback Cancellation in Hearing Aids. IEEE Trans. Speech Audio Process. 20 (1) (2012)
Wemerson Delcio Parreira, José Carlos M. Bermudez, Cédric Richard, Jean-Yves Tourneret
Stochastic behavior analysis of the Gaussian Kernel Least Mean Square algorithm. ICASSP (2011)
Neil J. Bershad, José Carlos M. Bermudez
Mean-square stability of the Normalized Least-Mean Fourth algorithm for white Gaussian inputs. Digit. Signal Process. 21 (6) (2011)
Wemerson Delcio Parreira, José Carlos M. Bermudez, Cédric Richard, Jean-Yves Tourneret
Steady-state behavior and design of the Gaussian KLMS algorithm. EUSIPCO (2011)
José Carlos M. Bermudez, Neil J. Bershad, Jean-Yves Tourneret
Stochastic analysis of an error power ratio scheme applied to the affine combination of two LMS adaptive filters. Signal Process. 91 (11) (2011)
Jie Chen, Cédric Richard, José Carlos M. Bermudez, Paul Honeine
A modified non-negative LMS algorithm and its stochastic behavior analysis. ACSCC (2011)
Jie Chen, Cédric Richard, José Carlos M. Bermudez, Paul Honeine
Nonnegative Least-Mean-Square Algorithm. IEEE Trans. Signal Process. 59 (11) (2011)
Sérgio J. M. de Almeida, Márcio Holsbach Costa, José Carlos M. Bermudez
A theoretical model for the deficient order pseudo-affine projection algorithm. EUSIPCO (2010)
Paul Honeine, Cédric Richard, José Carlos M. Bermudez, Jie Chen, Hichem Snoussi
A Decentralized Approach for Nonlinear Prediction of Time Series Data in Sensor Networks. EURASIP J. Wirel. Commun. Netw. 2010 (2010)
Sérgio J. M. de Almeida, Márcio Holsbach Costa, José Carlos M. Bermudez
A stochastic model for the deficient order Affine Projection algorithm. ISSPA (2010)
Odair A. Noskoski, José Carlos M. Bermudez
Mimetic wavelet-packet transform based adaptive algorithm for sparse response identification. ICASSP (2010)
Sérgio J. M. de Almeida, José Carlos M. Bermudez, Neil J. Bershad
A Stochastic Model for a Pseudo Affine Projection Algorithm. IEEE Trans. Signal Process. 57 (1) (2009)
Guilherme Holsbach Costa, José Carlos M. Bermudez
Registration errors: are they always bad for super-resolution? IEEE Trans. Signal Process. 57 (10) (2009)
Paul Honeine, Cédric Richard, José Carlos M. Bermudez, Hichem Snoussi, Mehdi Essoloh, François Vincent
Functional estimation in Hilbert space for distributed learning in wireless sensor networks. ICASSP (2009)
Cédric Richard, José Carlos M. Bermudez, Paul Honeine
Online Prediction of Time Series Data With Kernels. IEEE Trans. Signal Process. 57 (3) (2009)
Jean-Yves Tourneret, Neil J. Bershad, José Carlos M. Bermudez
Echo Cancellation - The Generalized Likelihood Ratio Test For Double-Talk Versus Channel Change. IEEE Trans. Signal Process. 57 (3) (2009)
Joceli Mayer, José Carlos M. Bermudez, Andrei P. Legg, Bartolomeu F. Uchôa Filho, Debargha Mukherjee, Amir Said, Ramin Samadani, Steven J. Simske
Design of high capacity 3D print codes with visual cues aiming for robustness to the PS channel and external distortions. MMSP (2009)
Joceli Mayer, José Carlos M. Bermudez, Andrei P. Legg, Bartolomeu F. Uchôa Filho, Debargha Mukherjee, Amir Said, Ramin Samadani, Steven J. Simske
Design of high capacity 3D print codes aiming for robustness to the PS channel and external distortions. ICIP (2009)
Sérgio J. M. de Almeida, Márcio Holsbach Costa, José Carlos M. Bermudez
A stochastic model for the deficient length Pseudo Affine Projection adaptive algorithm. EUSIPCO (2009)
Neil J. Bershad, José Carlos M. Bermudez, Jean-Yves Tourneret
On performance bounds for an affine combination of two LMS adaptive filters. ICASSP (2008)
Guilherme Holsbach Costa, José Carlos M. Bermudez
Informed Choice of the LMS Parameters in Super-Resolution Video Reconstruction Applications. IEEE Trans. Signal Process. 56 (2) (2008)
Yasmín Montenegro M., José Carlos M. Bermudez
Mean Weight Behavior of Coupled LMS Adaptive Systems Applied to Acoustic Feedback Cancellation in Hearing Aids. ICISP (2008)
Neil J. Bershad, José Carlos M. Bermudez, Jean-Yves Tourneret
An Affine Combination of Two LMS Adaptive Filters - Transient Mean-Square Analysis. IEEE Trans. Signal Process. 56 (5) (2008)
Neil J. Bershad, José Carlos M. Bermudez, Jean-Yves Tourneret
Stochastic Analysis of the LMS Algorithm for System Identification With Subspace Inputs. IEEE Trans. Signal Process. 56 (3) (2008)
Celso H. H. Ribas, José Carlos M. Bermudez, Neil J. Bershad
Low-complexity robust sparse channel identification using partial block wavelet transforms-analysis and implementation. ICASSP (2008)
Paul Honeine, Cédric Richard, José Carlos M. Bermudez, Hichem Snoussi
Distributed prediction of time series data with kernels and adaptive filtering techniques in sensor networks. ACSCC (2008)
Odair A. Noskoski, José Carlos M. Bermudez
Region-Based Wavelet-Packet Adaptive Algorithm for Sparse Response Identification. ICISP (2008)
Márcio Holsbach Costa, Leandro Ronchini Ximenes, José Carlos M. Bermudez
Statistical analysis of the LMS adaptive algorithm subjected to a symmetric dead-zone nonlinearity at the adaptive filter output. Signal Process. 88 (6) (2008)
Márcio Holsbach Costa, José Carlos M. Bermudez
A noise resilient variable step-size LMS algorithm. Signal Process. 88 (3) (2008)
José Carlos M. Bermudez, Neil J. Bershad, Jean-Yves Tourneret
An affine combination of two NLMS adaptive filters - Transient mean-square analysis. ACSCC (2008)
Márcio Holsbach Costa, José Carlos M. Bermudez
Mean-square error analysis of the LMS-RVSS adaptive algorithm. EUSIPCO (2007)
Joceli Mayer, José Carlos M. Bermudez
Improving Robustness of CDM Spread Spectrumwatermarking. ICASSP (2) (2007)
Paul Honeine, Cédric Richard, José Carlos M. Bermudez
On-line Nonlinear Sparse Approximation of Functions. ISIT (2007)
Guilherme Holsbach Costa, José Carlos M. Bermudez
Statistical Analysis of the LMS Algorithm Applied to Super-Resolution Image Reconstruction. IEEE Trans. Signal Process. 55 (5-2) (2007)
Guilherme Holsbach Costa, José Carlos M. Bermudez
Are Registration Errors Always Bad for Super-Resolution? ICASSP (1) (2007)
Neil J. Bershad, José Carlos M. Bermudez, Jean-Yves Tourneret
Analysis of LMS Algorithm Behavior with Subspace Inputs. ICASSP (3) (2007)
Pedro Inácio Hübscher, José Carlos M. Bermudez, Victor H. Nascimento
A Mean-Square Stability Analysis of the Least Mean Fourth Adaptive Algorithm. IEEE Trans. Signal Process. 55 (8) (2007)
Odair A. Noskoski, José Carlos M. Bermudez
Wavelet-Packet-Based Adaptive Algorithm for Sparse Impulse Response Identification. ICASSP (3) (2007)
Guilherme Holsbach Costa, José Carlos M. Bermudez
On the Design of the LMS Algorithm for Robustness to Outliers in Super-Resolution Video Reconstruction. ICIP (2006)
Guilherme Holsbach Costa, José Carlos M. Bermudez
Statistical Analysis of the Lms Algorithm Applied to Super-Resolution Video Reconstruction. ICASSP (3) (2006)
Yasmín Montenegro M., José Carlos M. Bermudez, Vítor H. Nascimento
Modeling Finite Precision Lms Behavior Using Markov Chains. ICASSP (3) (2006)
Victor H. Nascimento, José Carlos M. Bermudez
Probability of divergence for the least-mean fourth algorithm. IEEE Trans. Signal Process. 54 (4) (2006)
Márcio H. Costa, José Carlos M. Bermudez
A Robust Variable Step Size Algorithm for Lms Adaptive Filters. ICASSP (3) (2006)
Joceli Mayer, José Carlos M. Bermudez
Multi-bit informed embedding watermarking with constant robustness. ICIP (1) (2005)
Sérgio J. M. de Almeida, José Carlos M. Bermudez, Neil J. Bershad, Márcio Holsbach Costa
A statistical analysis of the affine projection algorithm for unity step size and autoregressive inputs. IEEE Trans. Circuits Syst. I Regul. Pap. (7) (2005)
Vítor H. Nascimento, José Carlos M. Bermudez
When is the least-mean fourth algorithm mean-square stable? ICASSP (4) (2005)
Leonardo S. Resende, Carlos A. F. da Rocha, José Carlos M. Bermudez, Maurice G. Bellanger
A statistical analysis of the multi-split LMS algorithm. ICASSP (2) (2004)
Charles S. Ludovico, José Carlos M. Bermudez
A recursive least squares algorithm robust to low-power excitation. ICASSP (2) (2004)
Pedro Inácio Hübscher, José Carlos M. Bermudez
Properties of the kurtosis performance surface in linear estimation: application to adaptive filtering. ICASSP (2) (2004)
Sérgio J. M. de Almeida, José Carlos M. Bermudez, Neil J. Bershad
A stochastic model for the affine projection algorithm operating in a nonstationary environment. ICASSP (2) (2004)
Pedro Inácio Hübscher, Vítor H. Nascimento, José Carlos M. Bermudez
New results on the stability analysis of the LMF (least mean fourth) adaptive algorithm. ICASSP (6) (2003)
Pedro Inácio Hübscher, José Carlos M. Bermudez
An improved statistical analysis of the least mean fourth (LMF) adaptive algorithm. IEEE Trans. Signal Process. 51 (3) (2003)
Sérgio J. M. de Almeida, José Carlos M. Bermudez, Neil J. Bershad, Márcio H. Costa
A stochastic model for the convergence behavior of the affine projection algorithm for Gaussian inputs. ICASSP (6) (2003)
José Carlos M. Bermudez, Márcio Holsbach Costa
Optimum leakage factor for the MOV-LMS algorithm in nonlinear modeling and control systems. ICASSP (2002)
Márcio Holsbach Costa, José Carlos M. Bermudez, Neil J. Bershad
Stochastic analysis of the filtered-X LMS algorithm in systems with nonlinear secondary paths. IEEE Trans. Signal Process. 50 (6) (2002)
Márcio Holsbach Costa, José Carlos M. Bermudez
An improved model for the Normalized LMS algorithm with Gaussian inputs and large number of coefficients. ICASSP (2002)
Pedro Inácio Hübscher, José Carlos M. Bermudez
An improved stochastic model for the least mean fourth (LMF) adaptive algorithm. ISCAS (1) (2002)
Márcio Holsbach Costa, José Carlos M. Bermudez, Neil J. Bershad
Stochastic analysis of the LMS algorithm with a saturation nonlinearity following the adaptive filter output. IEEE Trans. Signal Process. 49 (7) (2001)
Orlando José Tobias, José Carlos M. Bermudez, Neil J. Bershad
Stochastic analysis of the delayed LMS algorithm for a new model. ICASSP (2000)
Orlando José Tobias, José Carlos M. Bermudez, Neil J. Bershad
Mean weight behavior of the filtered-X LMS algorithm. IEEE Trans. Signal Process. 48 (4) (2000)
Márcio Holsbach Costa, José Carlos M. Bermudez, Neil J. Bershad
Statistical analysis of the FXLMS algorithm with a nonlinearity in the secondary-path. ISCAS (3) (1999)
Neil J. Bershad, José Carlos M. Bermudez
Sinusoidal interference rejection analysis of an LMS adaptive feedforward controller with a noisy periodic reference. IEEE Trans. Signal Process. 46 (5) (1998)
Neil J. Bershad, José Carlos M. Bermudez
New insights on the transient and steady-state behavior of the quantized LMS algorithm. IEEE Trans. Signal Process. 44 (10) (1996)
Neil J. Bershad, José Carlos M. Bermudez
Analysis of an LMS adaptive feedforward controller for periodic disturbance rejection: Non-wiener solutions for the LMS algorithm with a noisy reference-revisited. EUSIPCO (1996)
Neil J. Bershad, José Carlos M. Bermudez
A nonlinear analytical model for the quantized LMS algorithm-the power-of-two step size case. IEEE Trans. Signal Process. 44 (11) (1996)
José Carlos M. Bermudez, Neil J. Bershad
A nonlinear analytical model for the quantized LMS algorithm-the arbitrary step size case. IEEE Trans. Signal Process. 44 (5) (1996)
José Carlos M. Bermudez, Neil J. Bershad
Transient and tracking performance analysis of the quantized LMS algorithm for time-varying system identification. IEEE Trans. Signal Process. 44 (8) (1996)

José Carlos M. Bermudez.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

José Carlos M. Bermudez