Prediction of ship pitch motion by dual autoregressive model

Wang Wei-chao, Qin Shi-qiao, Wu Wei, Zheng Jia-xing
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引用次数: 5

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.
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双自回归模型预测船舶俯仰运动
研究船舶航向机动操作中的俯仰运动预测问题。针对传统AR模型无法准确预测船舶俯仰运动时间序列数据中的静态分量的问题,提出了一种双自回归(dual Autoregressive, AR)模型对船舶俯仰运动时间序列数据进行敏感预测。该工作的潜在应用是建立一个高性能的实时船舶运动预测系统。
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