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基于冲突避免的无人船编队队形重构规划算法

王忠泽 肖金超 王伟涵 熊俊峰

信息与控制2025,Vol.54Issue(2):226-240,15.
信息与控制2025,Vol.54Issue(2):226-240,15.DOI:10.13976/j.cnki.xk.2024.0502

基于冲突避免的无人船编队队形重构规划算法

Formation Reconstruction Planning Algorithm of Unmanned Surface Vehicles Based on Conflict Avoidance

王忠泽 1肖金超 2王伟涵 2熊俊峰3

作者信息

  • 1. 中国科学院沈阳自动化研究所,辽宁 沈阳 110016||广州工业智能研究院,广东 广州 511458||中国科学院大学,北京 100049
  • 2. 中国科学院沈阳自动化研究所,辽宁 沈阳 110016||广州工业智能研究院,广东 广州 511458
  • 3. 广州工业智能研究院,广东 广州 511458
  • 折叠

摘要

Abstract

To address point conflicts in unmanned surface vehicle(USV)formations caused by neglec-ting task point allocation and edge conflicts,and the underactuated kinematic model,we present an in-depth analysis and novel solutions for formation reconfiguration.For point conflicts,we de-sign formation resolution rules integrated with a task allocation algorithm to plan a conflict-free set of target points.To tackle edge conflicts arising from traditional trajectory planning,which creates piecewise linear paths unsuitable for underactuated USVs,we introduce constraints based on the actual USV model and the concept of minimal trajectory units.By comparing our method with ex-isting algorithms through simulations and real-world tests,we conduct a detailed analysis of con-flicts.Experimental results show that in non-complex water environments,our proposed algorithm significantly outperforms benchmark algorithms,with no conflicts observed during actual opera-tions.These results effectively prove the efficiency and reliability of the proposed algorithm.

关键词

导航、制导与控制/无人船/多机器人编队/轨迹规划

Key words

navigation,guidance,and control/unmanned surface vehicle/multi-robot formation/trajectory planning

分类

信息技术与安全科学

引用本文复制引用

王忠泽,肖金超,王伟涵,熊俊峰..基于冲突避免的无人船编队队形重构规划算法[J].信息与控制,2025,54(2):226-240,15.

基金项目

国家自然科学基金项目(62273332) (62273332)

广州市科技局项目(2024B01W0002) (2024B01W0002)

广州市南沙区高端领军人才创新团队项目(R2L3020301) (R2L3020301)

信息与控制

OA北大核心

1002-0411

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