DocumentCode
724483
Title
Prediction of ship pitch motion by dual autoregressive model
Author
Wang Wei-chao ; Qin Shi-qiao ; Wu Wei ; Zheng Jia-xing
Author_Institution
Nat. Univ. of Defense Technol., Changsha, China
fYear
2015
fDate
23-25 May 2015
Firstpage
4846
Lastpage
4849
Abstract
We focus on the pitch motion prediction for the ship heading maneuver operation. A dual Autoregressive (AR) model is proposed to sensitively predict the ship pitch motion time series data, comparing to the tradition AR model, which is incapable of predicting the static component of the ship pitch motion time series data. Potential application of this work is establishing a superior real-time ship motion predict system.
Keywords
autoregressive processes; marine control; motion control; ships; time series; AR model; dual autoregressive model; ship heading maneuver operation; ship pitch motion prediction; time series data; Decision support systems; Dual Autoregressive model; Empirical Mode Decomposition; prediction; ship pitch motion; static component;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference (CCDC), 2015 27th Chinese
Conference_Location
Qingdao
Print_ISBN
978-1-4799-7016-2
Type
conf
DOI
10.1109/CCDC.2015.7162783
Filename
7162783
Link To Document