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基于Backstepping的欠驱动船舶神经滑模航迹控制

李湘平 吴汉松 阮苗锋

西华大学学报(自然科学版)Issue(1):103-107,5.
西华大学学报(自然科学版)Issue(1):103-107,5.DOI:10.3969/j.issn.1673-159X.2015.01.0

基于Backstepping的欠驱动船舶神经滑模航迹控制

Neural Sliding Mode Control for Tracking of Underactuated Ships Based on Backstepping

李湘平 1吴汉松 1阮苗锋1

作者信息

  • 1. 海军工程大学电气工程学院,湖北 武汉430033
  • 折叠

摘要

Abstract

As for uncertain external interference and parameters, a self-adaptive neural sliding mode controller based on backstep-ping is designed for underactuated ships powered by wind, wave and flow. The chattering problem brought on by fixed switching coeffi-cient of traditional sliding mode control ( SMC) is restrained by using approaching-law SMC. And the neural network is utilized to re-duce the dependence on plant model’ s parameters in approaching-law SMC. Results of a ship simulation indicate that the controller can effectively keep the given track and avoid the chattering phenomenon occurring in traditional sliding mode control and it can also control well under the external disturbance and parameter perturbation, which shows the controller strong robust.

关键词

欠驱动船舶/非线性/航迹控制/Backstepping/神经滑模控制

Key words

underactuated surface ships/nonlinear/track-keeping control/Backstepping/neural siding-mode control

分类

信息技术与安全科学

引用本文复制引用

李湘平,吴汉松,阮苗锋..基于Backstepping的欠驱动船舶神经滑模航迹控制[J].西华大学学报(自然科学版),2015,(1):103-107,5.

基金项目

国家自然科学基金(51177168) (51177168)

西华大学学报(自然科学版)

OACSTPCD

1673-159X

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