Recursive identification of block-oriented nonlinear systems in the presence of outliers
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Process Control"
DOI: 10.1016/j.jprocont.2019.03.015
Abstract: Abstract The paper considers the recursive identification of nonlinear (Hammerstein) model in the presence of outliers. In this model the nonlinear part is a polynomial of a known order in the input and linear part… read more here.
Keywords: recursive identification; presence outliers; identification; shown robust ... See more keywords
Sequential online prediction in the presence of outliers and change points: an instant temporal structure learning approach
Sign Up to like & getrecommendations! Published in 2020 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.07.011
Abstract: In this paper, we consider sequential online prediction (SOP) for streaming data in the presence of outliers and change points. We propose an INstant TEmporal structure Learning (INTEL) algorithm to address this problem. Our INTEL… read more here.
Keywords: temporal structure; online prediction; change points; presence outliers ... See more keywords
Real Aperture Radar Forward-Looking Imaging Based on Variational Bayesian in Presence of Outliers
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3203807
Abstract: Traditional forward-looking imaging methods of real aperture radar yield unsatisfactory performance in the presence of outliers. In this article, a method based on variational Bayesian (VB) is proposed to obtain forward-looking imaging in the presence… read more here.
Keywords: aperture radar; looking imaging; real aperture; forward looking ... See more keywords