机械工程学报2024,Vol.60Issue(1) :284-295.DOI:10.3901/JME.2024.01.284

非完整约束大负重比六足机器人多机动态协同编队避障控制策略

Obstacle Avoidance Control Strategy of Multi-robot Dynamic Cooperative Formation of Large-load-ratio Six-legged Robot under Nonholonomic Constraints

庄红超 王柠 董凯伦 李卫华 周安亮 董磊 夏怡芦
机械工程学报2024,Vol.60Issue(1) :284-295.DOI:10.3901/JME.2024.01.284

非完整约束大负重比六足机器人多机动态协同编队避障控制策略

Obstacle Avoidance Control Strategy of Multi-robot Dynamic Cooperative Formation of Large-load-ratio Six-legged Robot under Nonholonomic Constraints

庄红超 1王柠 2董凯伦 1李卫华 3周安亮 4董磊 1夏怡芦1
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作者信息

  • 1. 天津职业技术师范大学机械工程学院 天津 300222
  • 2. 天津职业技术师范大学信息技术工程学院 天津 300222
  • 3. 哈尔滨工业大学(威海)汽车工程学院 威海 264209
  • 4. 北京印刷学院机电工程学院 北京 102600
  • 折叠

摘要

在多机器人编队任务的现实环境中,不可避免会遇到队形变换的动态编队问题.为提高非结构环境多机器人编队的动态协同避障能力,以大负重比六足机器人的多机器人系统为例,利用非完整约束移动机器人轨迹跟踪的领航者-跟随者编队思想,提出多领航机器人分群一致性编队控制的动态队形变换避障策略.基于代数图论数学基础,设计大负重比六足机器人多机通信拓扑图与拓扑图分析矩阵,建立多领航者分群一致性编队系统的全局动态关系与一致性数学模型,提出多领航机器人分群一致性编队控制的动态队形变换避障策略,基于MATLAB软件实施仿真实验,仿真结果显示虚拟领航机器人发布控制指令使多机系统完成队形变换并顺利通过障碍物环境,验证多机动态协同编队避障控制策略的有效性和泛化能力.所提出的大负重比六足机器人多机动态协同编队避障控制策略,有助于提高非结构环境多机器人系统的地形通过能力.

Abstract

In the real environment of multi-robot formation task,it is inevitable to encounter the dynamic formation problem of formation transformation.To improve the dynamic cooperative obstacle avoidance ability of multi-robot formation in unstructured environment,taking the multi-robot system of large-load-ratio six-legged robot as an example,an obstacle avoidance strategy of dynamic formation transformation for the cluster consensus of multi-leader robots is proposed by using the leader-follower formation idea of the trajectory tracking of nonholonomic constrained mobile robots.Based on the mathematical foundation of algebraic graph theory,the communication topology and topology analysis matrixes of multiple large-load-ratio six-legged robots are designed.The global dynamic relationship and consistency mathematical model of the multi-leader cluster consensus formation system are established.The obstacle avoidance strategy of dynamic formation transformation is proposed on the cluster consensus formation control of multi-leader robots.The simulation experiments are carried out based on MATLAB software.The simulation results show that the virtual leader robot issues the control commands to make the multi-robot system complete the formation transformation and smoothly pass through the obstacle environment.Then,the effectiveness and generalization ability of the obstacle avoidance control strategy are verified for the multi-robot dynamic cooperative formation.The proposed obstacle avoidance control strategy of multi-robot dynamic cooperative formation for the large-load-ratio six-legged robot is helpful to improve the terrain passing ability of multi-robot system in unstructured environment.

关键词

非完整约束/大负重比六足机器人/分群一致性/协同编队/队形变换

Key words

nonholonomic constraint/large-load-ratio six-legged robot/cluster consensus/cooperative formation/formation transformation

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基金项目

国家自然科学基金(51505335)

教育部高等教育司产学合作协同育人(202102517001)

天津职业技术师范大学重点人才科研启动(KYQD1806)

天津市研究生科研创新(2021YJSS216)

天津市研究生科研创新(2021YJSO2S33)

出版年

2024
机械工程学报
中国机械工程学会

机械工程学报

CSTPCD北大核心
影响因子:1.362
ISSN:0577-6686
参考文献量38
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