Iterative Unscented Kalman Filter With General Robust Loss Function for Power System Forecasting-Aided State Estimation
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3346502
Abstract: Unscented Kalman filter (UKF) plays a vital role in power system forecasting-aided state estimation (FASE). Given that the minimum mean-square error (MMSE) criterion adopted in the conventional UKF handles Gaussian noise, but when face non-Gaussian… read more here.
Keywords: power system; robust loss; general robust; loss function ... See more keywords
Robust C-Loss Kernel Classifiers
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2016.2637351
Abstract: The correntropy-induced loss (C-loss) function has the nice property of being robust to outliers. In this paper, we study the C-loss kernel classifier with the Tikhonov regularization term, which is used to avoid overfitting. After… read more here.
Keywords: kernel classifier; loss kernel; kernel classifiers; robust loss ... See more keywords