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Combinations of adaptive filters: performance and convergence properties
Adaptive filters are at the core of many signal processing applications, ranging from acoustic
noise supression to echo cancelation [1], array beamforming [2], channel equalization [3], to …
noise supression to echo cancelation [1], array beamforming [2], channel equalization [3], to …
Robust subband adaptive filter algorithms-based mixture correntropy and application to acoustic echo cancellation
To acquire an improvement of the performance of the subband adaptive filter with impulsive
interference, the normalized subband adaptive filter (NSAF) algorithm-based maximum …
interference, the normalized subband adaptive filter (NSAF) algorithm-based maximum …
Nonlinear acoustic echo cancellation based on sparse functional link representations
Recently, a new class of nonlinear adaptive filtering architectures has been introduced
based on the functional link adaptive filter (FLAF) model. Here we focus specifically on the …
based on the functional link adaptive filter (FLAF) model. Here we focus specifically on the …
[HTML][HTML] Tensor-based approaches for nonlinear and multilinear systems modeling and identification
Nonlinear (NL) and multilinear (ML) systems play a fundamental role in engineering and
science. Over the last two decades, active research has been carried out on exploiting the …
science. Over the last two decades, active research has been carried out on exploiting the …
De-correlated improved adaptive exponential FLAF-based nonlinear adaptive feedback cancellation for hearing aids
Modern-day digital hearing aids are prone to an unavoidable acoustic feedback
phenomenon, degrading sound quality and speech intelligibility. The linear adaptive …
phenomenon, degrading sound quality and speech intelligibility. The linear adaptive …
Significance-aware Hammerstein group models for nonlinear acoustic echo cancellation
C Hofmann, C Huemmer… - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
In this work, a novel approach for nonlinear acoustic echo cancellation is proposed. The
main innovative idea of the proposed method is to model only the small region of the echo …
main innovative idea of the proposed method is to model only the small region of the echo …
Full proportionate functional link adaptive filters for nonlinear acoustic echo cancellation
Nonlinear acoustic echo cancellation (NAEC) can be mainly addressed by solving two
different sub-problems: the estimation of the acoustic impulse response and the modeling of …
different sub-problems: the estimation of the acoustic impulse response and the modeling of …
[HTML][HTML] Frequency-domain Volterra kernel-based adaptation: Formulations and algorithms
For the correlated input, the Volterra kernel-based least mean-square (LMS) algorithm in the
time-domain exhibits a slow learning rate caused by the large eigenvalue spread of the …
time-domain exhibits a slow learning rate caused by the large eigenvalue spread of the …
Improving nonlinear modeling capabilities of functional link adaptive filters
The functional link adaptive filter (FLAF) represents an effective solution for online nonlinear
modeling problems. In this paper, we take into account a FLAF-based architecture, which …
modeling problems. In this paper, we take into account a FLAF-based architecture, which …
Noise estimation in electroencephalogram signal by using volterra series coefficients
M Hassani, MR Karami - Journal of Medical Signals & Sensors, 2015 - journals.lww.com
The Volterra model is widely used for nonlinearity identification in practical applications. In
this paper, we employed Volterra model to find the nonlinearity relation between …
this paper, we employed Volterra model to find the nonlinearity relation between …