A Resilient Topology Configuration Framework for Heterogeneous Robots With Fixed-Time Coordination

IF 4.4 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Chenggang Wang;Bingyang Wang;Dongyue Huang;Shanying Zhu;Lei Song;Xinping Guan
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引用次数: 0

Abstract

Heterogeneous robots capitalize on the diverse strengths of different nodes, enabling them to collaboratively perform tasks unfeasible for homogeneous robots. However, variations in perception capabilities and dynamic models complicate coordination, and potential failures present risks to the safety of the entire coordinated topology. To this end, this article proposes a resilient topology configuration framework for heterogeneous robots with fixed-time coordination. The framework solves the weighted topology configuration with $k$ -node connectivity to tackle the node failure problem and incorporates a $p$ -partite graph to solve the compatibility constraints caused by heterogeneous nodes. Building upon this optimized topology, a fixed-time convergence control barrier function is designed. Furthermore, a constraint-driven optimization framework is proposed to achieve fixed-time coordination of heterogeneous nodes with minimum control cost, thereby achieving synchronous configuration while ignoring initial errors, and being capable of recovering topological resilience after node failure. Comparative simulation results demonstrate the effectiveness of the proposed method.
具有固定时间协调的异构机器人弹性拓扑结构框架
异构机器人利用不同节点的不同优势,使它们能够协同执行同构机器人无法执行的任务。然而,感知能力和动态模型的变化使协调复杂化,潜在的故障给整个协调拓扑的安全带来风险。为此,本文提出了一种具有固定时间协调的异构机器人弹性拓扑配置框架。该框架解决了具有$k$节点连通性的加权拓扑配置来解决节点故障问题,并引入$p$ -partite图来解决异构节点引起的兼容性约束。在此优化拓扑的基础上,设计了固定时间收敛控制屏障函数。提出约束驱动优化框架,以最小的控制代价实现异构节点的定时协调,实现同步配置而忽略初始误差,并在节点故障后恢复拓扑弹性。仿真结果验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Transactions on Control Systems Technology
IEEE Transactions on Control Systems Technology 工程技术-工程:电子与电气
CiteScore
10.70
自引率
2.10%
发文量
218
审稿时长
6.7 months
期刊介绍: The IEEE Transactions on Control Systems Technology publishes high quality technical papers on technological advances in control engineering. The word technology is from the Greek technologia. The modern meaning is a scientific method to achieve a practical purpose. Control Systems Technology includes all aspects of control engineering needed to implement practical control systems, from analysis and design, through simulation and hardware. A primary purpose of the IEEE Transactions on Control Systems Technology is to have an archival publication which will bridge the gap between theory and practice. Papers are published in the IEEE Transactions on Control System Technology which disclose significant new knowledge, exploratory developments, or practical applications in all aspects of technology needed to implement control systems, from analysis and design through simulation, and hardware.
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