Measures to diminish the parameter drift in the modeling of ship manoeuvring using system identification
Sign Up to like & getrecommendations! Published in 2017 at "Applied Ocean Research"
DOI: 10.1016/j.apor.2017.06.008
Abstract: Abstract System identification provides an effective way to predict the ship manoeuvrability. In this paper several measures are proposed to diminish the parameter drift in the parametric identification of ship manoeuvring models. The drift of… read more here.
Keywords: parameter drift; ship manoeuvring; ship; identification ... See more keywords
Characterizing chaos in systems subjected to parameter drift.
Sign Up to like & getrecommendations! Published in 2022 at "Physical review. E"
DOI: 10.1103/physreve.105.l062202
Abstract: To characterize chaos in systems subjected to parameter drift, where a number of traditional methods do not apply, we propose viable alternative approaches, both in the qualitative and quantitative sense. Qualitatively, following stable and unstable… read more here.
Keywords: time; parameter drift; chaos systems; subjected parameter ... See more keywords
Photonic Reservoir Computer with Output Expansion for Unsupervized Parameter Drift Compensation
Sign Up to like & getrecommendations! Published in 2021 at "Entropy"
DOI: 10.3390/e23080955
Abstract: We present a method to improve the performance of a reservoir computer by keeping the reservoir fixed and increasing the number of output neurons. The additional neurons are nonlinear functions, typically chosen randomly, of the… read more here.
Keywords: parameter drift; output; reservoir computer; performance ... See more keywords