Application of domain-specific modeling in kinetography and bipedal humanoid robot control.

IF 3.5 4区 计算机科学 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
PeerJ Computer Science Pub Date : 2025-05-27 eCollection Date: 2025-01-01 DOI:10.7717/peerj-cs.2864
Verislav Djukić, Dragana Oros, Marko Penčić, Zhenli Lu
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引用次数: 0

Abstract

The article presents a new approach in the development of software for bipedal humanoid robot controllers, based on the construction and application of graphic domain-specific languages (DSLs). The notations used to describe dance movements and gestures are typical examples of DSLs. With certain extensions, related to the description of foot topology, sensors and actuators, such DSLs are applicable for modeling dance movements that would be performed by a robot. The existing software development methodologies in robotics have a purely mechanistic approach to understanding and implementing robotic tasks. Such an approach in humanoid robotics complicates the understanding of the problem, as well as the specification and implementation of solutions. Our approach, which uses DSLs, adopts complex movements and gestures performed by the feet of dancers using professional dancers, people with above-average motor skills, as reference. We believe that the developed software can also be successfully applied to assistive robots that would help people with special needs whose mobility is significantly lower than average.

特定领域建模在运动成像和两足仿人机器人控制中的应用。
本文提出了一种基于图形领域特定语言(dsl)的构建和应用的双足类人机器人控制器软件开发的新方法。用于描述舞蹈动作和手势的符号是dsl的典型例子。通过对足部拓扑结构、传感器和执行器的描述进行一定的扩展,这些dsl适用于机器人舞蹈动作的建模。机器人技术中现有的软件开发方法有一种纯粹的机械方法来理解和实现机器人任务。在类人机器人中,这种方法使对问题的理解以及解决方案的规范和实现变得复杂。我们的方法是使用dsl,采用舞者的脚所表演的复杂动作和手势,并使用具有高于平均水平运动技能的专业舞者作为参考。我们相信开发的软件也可以成功地应用于辅助机器人,帮助那些行动能力明显低于平均水平的有特殊需要的人。
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
PeerJ Computer Science
PeerJ Computer Science Computer Science-General Computer Science
CiteScore
6.10
自引率
5.30%
发文量
332
审稿时长
10 weeks
期刊介绍: PeerJ Computer Science is the new open access journal covering all subject areas in computer science, with the backing of a prestigious advisory board and more than 300 academic editors.
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