Ship heading control based on backstepping and Least squares support vector machine
Paper in proceedings, 2017

In this paper, a least squares support machine (LS-SVM) and backstepping process based method is proposed to control a ship’s heading. In the method, the control object is set up the response model, which could consider the delay of the ship’s steering gear. Firstly, a feedback controller is designed by backstepping, and a feedforward inverse controller is trained by LS-SVM. Then the backstepping method and LS-SVM inverse model are combined to form a new controller by adapting their output weights. Finally, simulations using only the backstepping method are compared with different interferences to verify the effectiveness of the combined controller proposed in this paper.

compound control

heading control

least squares support vector machine

backstepping

Author

Suo Xie

Xiumin Chu

CG Liu

L. Wang

Wengang Mao

Chalmers, Shipping and Marine Technology, Marine Technology

The 4th International Conference on Transportation Information and Safety Aug. 8-10 in Banff, Alberta, Canada

196-203

Areas of Advance

Information and Communication Technology

Transport

Driving Forces

Sustainable development

Roots

Basic sciences

Subject Categories

Marine Engineering

Mathematical Analysis

ISBN

978-1-5386-0437-3

More information

Created

10/12/2017