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Title
Predict manoeuvring indices using AIS data by ridge regression

ISSN printed: 1733-8670, ISSN on-line: 2392-0378
Mou, Jun-min1; Tang, Guang-hui2; Yue, Hao Rong and Xuan3; Rong, Hao4
URI: https://repository.am.szczecin.pl/handle/123456789/574
2013-12-10 2013
The ridge regression is presented for identify manoeuvring indices in Nomoto’s model, and the result indicates that the method is robust and does not rely on initial estimation. For selecting appropriate AIS data for manoeuvring indices predicting, a frequency domain identification method is presented.
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Title

Predict manoeuvring indices using AIS data by ridge regression

Pages

137-142

Figures

7

Tables

6

ISSN printed

1733-8670

ISSN on-line

2392-0378

DOI

Type

Original scientific article

Journal

36.2 Scientific Journals of the Maritime University of Szczecin, no. 36 / 2013

Publisher

Scientific Journals of the Maritime University of Szczecin, Zeszyty Naukowe Akademii Morskiej w Szczecinie

Copyright Holder

Scientific Journals of the Maritime University of Szczecin, Zeszyty Naukowe Akademii Morskiej w Szczecinie

Published

2013-12-10

Recieved

2013-10-09

Accepted

2013-11-07

Funding

No data

Keywords

manoeuvring, collision avoidance, prediction, ridge regression, AIS data

URI:

https://repository.am.szczecin.pl/handle/123456789/574

Language

English

Authors

Mou, Jun-min1; Tang, Guang-hui2; Yue, Hao Rong and Xuan3; Rong, Hao4

Affiliation

1 School of Navigation, Wuhan University of Technology, Wuhan, China Key Laboratory of High Performance Ship Technology of Ministry of Education (Wuhan University of Technology) , Wuhan, China, moujm@whut.edu.cn
2 School of Navigation, Wuhan University of Technology, Wuhan, China Hubei Key Laboratory of Inland Shipping Technology, Wuhan, China,
3 School of Navigation, Wuhan University of Technology, Wuhan, China Hubei Key Laboratory of Inland Shipping Technology, Wuhan, China,
4 School of Navigation, Wuhan University of Technology, Wuhan, China Hubei Key Laboratory of Inland Shipping Technology, Wuhan, China, ronghao1230@hotmail.com

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