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  • 标题:Towards Optimal Motion Planning of Surface Vehicles in Confined Waters ⁎
  • 本地全文:下载
  • 作者:Robert Damerius ; Tobias Hahn ; Torsten Jeinsch
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2021
  • 卷号:54
  • 期号:16
  • 页码:327-332
  • DOI:10.1016/j.ifacol.2021.10.112
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractThis paper presents a method for motion planning of fully actuated autonomous surface vehicles in confined waters. The goal is to generate a dynamically feasible trajectory from a given initial state to a given final state without collisions of the vehicle with obstacles. Both the own vehicle and static obstacles are represented as convex polygons. A sampling-based approach is used, where multiple samples in a state space are connected by third-order polynomials. A method is proposed to compute optimal polynomials that both minimize a cost function and account for input variable constraints. Within the cost function, time is weighted together with the control effort. The obtained objective function is a scalar nonlinear function that is solved using numerical minimization techniques. Embedded in a sampling-based motion planning algorithm, the major motion planning problem is solved by many small optimizations. The result is an optimal trajectory from an initial state to a final state, taking into account dynamics and input variable constraints, and avoiding collisions of the vehicle with static obstacles. A simulation is used to demonstrate that the proposed method is basically applicable.
  • 关键词:Keywordsmotion planningtrajectory generationoptimization
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