Woa-fism 规划六足机器人的各种步态

IF 2.3 4区 计算机科学 Q3 ROBOTICS Intelligent Service Robotics Pub Date : 2024-07-08 DOI:10.1007/s11370-024-00548-z
Pingzhi Hu, Mengjian Zhang, Deguang Wang
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引用次数: 0

摘要

与轮式和履带式机器人相比,六足机器人在复杂地形中具有更高的适应性和灵活性。六足机器人的步态多种多样,可以更好地满足不同需求。现有的研究主要集中在三种常见的步态,即单腿摆动步态、波浪步态和三脚架步态。本文提出了一种针对六足机器人的步态规划方法--有限增量状态机(FISM),而不是直接使用群智能算法(SIA)来规划步态。FISM 专注于机器人相邻两个步态之间的四个增量状态,这大大降低了步态规划算法的复杂性,从而简化了 SIA 的步态规划,为 FISM 设定了最佳转移条件。此外,在对五种优化算法进行比较后,鲸鱼优化算法(WOA)可以设定 FISM 的最佳转移条件。计算机仿真表明,WOA-FISM 可以规划各种步态,最后,真实机器人测试验证了各种步态的有效性。
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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Woa-fism planning hexapod robot various gaits

Compared to wheeled and tracked robots, hexapod robots have higher adaptability and higher flexibility in complex terrains. With various gaits, hexapod robots can fulfill different needs better. Existing researches mainly focused on three common gaits, they are single-leg swing gait, wave gait, and tripod gait. Instead of directly planning gaits with swarm intelligence algorithms (SIA), a gait planning method for hexapod robots named finite incremental state machine (FISM) is proposed. FISM focuses on four incremental states between two adjacent gaits of the robot, which greatly reduces the complexity of the gait planning algorithm so that gait planning with SIA is simplified to set the optimal transfer conditions of FISM. In addition, after comparing five optimization algorithms, the whale optimization algorithm (WOA) can set the optimal transfer conditions of FISM. The computer simulation shows WOA-FISM can plan various gaits, finally, a real robot test verifies the effectiveness of various gaits.

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来源期刊
CiteScore
5.70
自引率
4.00%
发文量
46
期刊介绍: The journal directs special attention to the emerging significance of integrating robotics with information technology and cognitive science (such as ubiquitous and adaptive computing,information integration in a distributed environment, and cognitive modelling for human-robot interaction), which spurs innovation toward a new multi-dimensional robotic service to humans. The journal intends to capture and archive this emerging yet significant advancement in the field of intelligent service robotics. The journal will publish original papers of innovative ideas and concepts, new discoveries and improvements, as well as novel applications and business models which are related to the field of intelligent service robotics described above and are proven to be of high quality. The areas that the Journal will cover include, but are not limited to: Intelligent robots serving humans in daily life or in a hazardous environment, such as home or personal service robots, entertainment robots, education robots, medical robots, healthcare and rehabilitation robots, and rescue robots (Service Robotics); Intelligent robotic functions in the form of embedded systems for applications to, for example, intelligent space, intelligent vehicles and transportation systems, intelligent manufacturing systems, and intelligent medical facilities (Embedded Robotics); The integration of robotics with network technologies, generating such services and solutions as distributed robots, distance robotic education-aides, and virtual laboratories or museums (Networked Robotics).
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