In this paper, different machine learning methodologies have been evaluated for the estimation of the multiple soil characteristics of a continental-wide area corresponding to the …
I Song, PG Park - Signal processing, 2014 - Elsevier
This letter proposes a variable step-size (VSS) affine projection algorithm (APA) associated with a step-size scaler to improve the APA's robustness against impulsive measurement …
J Hur, M Lee, D Kim, P Park - IEEE Transactions on Circuits and …, 2019 - ieeexplore.ieee.org
This brief proposes a new approach for deriving a robust saturation algorithm against impulsive noises. The proposed approach presents the saturation algorithm by using the …
M Lee, T Park, J Hur, P Park - IEEE Access, 2020 - ieeexplore.ieee.org
This paper proposes an L 1/L 2-mode switching adaptive filter algorithm by comparing the performances in L 1 and L 2 modes. In the L 1 or L 2 mode, the proposed algorithm adopts …
K Fan, H Qiu, C Pei, Y Chen - Advances in Difference Equations, 2020 - Springer
Conventional non-negative algorithms restrict the weight coefficient vector under non- negativity constraints to satisfy several inherent characteristics of a specific system …
N Peng, C Li, L Yu, P Yu, T Yao - Electronics, 2022 - mdpi.com
The conventional algorithm used in active noise control (ANC) performs poorly under non- Gaussian (impulse) noise. This is because the stability of a conventional adaptive controller …
D Dutta, P Ghosh, A Patnaik… - … , Circuits, and Systems …, 2023 - ieeexplore.ieee.org
In the past, an efficient arctangent framework-based logarithmic hyperbolic cosine adaptive filter (ALHCAF) for system identification was proposed for effective performance under the …
S Bahrami, E Tuncel - 2020 IEEE International Symposium on …, 2020 - ieeexplore.ieee.org
In this paper, online linear regression in the presence of non-Gaussian noise is addressed. In such environments, there are outliers in error samples (error between system output and …