Autonomous locomotion mode transition in quadruped track-legged robots: A simulation-based analysis for step negotiation

IF 3.5 2区 计算机科学 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Jie Wang , Krispin Davies
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引用次数: 0

Abstract

Hybrid track/wheel-legged robots combine the advantages of wheel-based and leg-based locomotion, granting adaptability across varied terrains through efficient transitions between rolling and walking modes. However, automating these transitions remains a significant challenge. In this paper, we introduce a method designed for autonomous mode transition in a quadruped hybrid robot with a track/wheel-legged configuration, especially during step negotiation. Our approach hinges on a decision-making mechanism that evaluates the energy efficiency of both locomotion modes using a proposed energy-based criterion. To guarantee a smooth negotiation of steps, we incorporate two climbing gaits designated for the assessment of energy usage in walking locomotion. Simulation results validate the method’s effectiveness, showing successful autonomous transitions across steps of diverse heights. Our suggested approach has universal applicability and can be modified to suit other hybrid robots of similar mechanical configuration, provided their locomotion energy performance is studied beforehand.

四足履带式机器人的自主运动模式转换:基于步协商的仿真分析
履带/轮腿混合机器人结合了轮式运动和腿式运动的优势,通过在滚动和行走模式之间的高效转换,可适应各种地形。然而,实现这些转换的自动化仍是一项重大挑战。在本文中,我们介绍了一种为采用履带/轮腿配置的四足混合机器人设计的自主模式转换方法,尤其是在步进协商过程中。我们的方法以一种决策机制为基础,该机制利用提出的基于能量的标准来评估两种运动模式的能效。为了保证步调协商的顺利进行,我们加入了两种爬坡步态,指定用于评估行走运动中的能量消耗。仿真结果验证了该方法的有效性,显示了在不同高度的台阶上成功的自主转换。我们建议的方法具有普遍适用性,只要事先对其他具有类似机械结构的混合机器人的运动能量性能进行研究,就可以对其进行修改,使之适用于这些机器人。
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来源期刊
Simulation Modelling Practice and Theory
Simulation Modelling Practice and Theory 工程技术-计算机:跨学科应用
CiteScore
9.80
自引率
4.80%
发文量
142
审稿时长
21 days
期刊介绍: The journal Simulation Modelling Practice and Theory provides a forum for original, high-quality papers dealing with any aspect of systems simulation and modelling. The journal aims at being a reference and a powerful tool to all those professionally active and/or interested in the methods and applications of simulation. Submitted papers will be peer reviewed and must significantly contribute to modelling and simulation in general or use modelling and simulation in application areas. Paper submission is solicited on: • theoretical aspects of modelling and simulation including formal modelling, model-checking, random number generators, sensitivity analysis, variance reduction techniques, experimental design, meta-modelling, methods and algorithms for validation and verification, selection and comparison procedures etc.; • methodology and application of modelling and simulation in any area, including computer systems, networks, real-time and embedded systems, mobile and intelligent agents, manufacturing and transportation systems, management, engineering, biomedical engineering, economics, ecology and environment, education, transaction handling, etc.; • simulation languages and environments including those, specific to distributed computing, grid computing, high performance computers or computer networks, etc.; • distributed and real-time simulation, simulation interoperability; • tools for high performance computing simulation, including dedicated architectures and parallel computing.
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