Fast and Accurate Trajectory Tracking Control of an Autonomous Surface Vehicle with Unmodeled Dynamics and Disturbances

Ning Wang, Shuailin Lv, Meng Joo Er, Wen Hua Chen

Research output: Journal article publicationJournal articleAcademic researchpeer-review

136 Citations (Scopus)

Abstract

In this paper, fast and accurate trajectory tracking control of an autonomous surface vehicle (ASV) with complex unknowns, including unmodeled dynamics, uncertainties, and/or unknown disturbances, is addressed within a proposed homogeneity-based finite-time control (HFC) framework. Major contributions are as follows: first, in the absence of external disturbances, a nominal HFC framework is established to achieve exact trajectory tracking control of an ASV, whereby global finite-time stability is ensured by combining homogeneous analysis and Lyapunov approach; second, within the HFC scheme, a finite-time disturbance observer (FDO) is further nested to rapidly and accurately reject complex disturbances, and thereby contributing to an FDO-based HFC (FDO-HFC) scheme, which can realize exactness of trajectory tracking and disturbance observation; and third, aiming to exactly deal with complicated unknowns including unmodeled dynamics and/or disturbances, a finite-time unknown observer (FUO) is deployed as a patch for the nominal HFC framework, and eventually results in an FUO-based HFC (FUO-HFC) scheme, which guarantees that accurate trajectory tracking can be achieved for an ASV under harsh environments. Simulation studies and comprehensive comparisons conducted on a benchmark ship demonstrate the effectiveness and superiority of the proposed HFC schemes.

Original languageEnglish
Article number7829290
Pages (from-to)230-243
Number of pages14
JournalIEEE Transactions on Intelligent Vehicles
Volume1
Issue number3
DOIs
Publication statusPublished - Sept 2016

Keywords

  • Accurate trajectory tracking
  • autonomous surface vehicle (ASV)
  • finite-time disturbance observer (FDO)
  • finite-time unknown observer (FUO)
  • global finite-time stability

ASJC Scopus subject areas

  • Automotive Engineering
  • Control and Optimization
  • Artificial Intelligence

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