Interoperability in cloud robotics — Developing and matching knowledge information models for heterogenous multi-robot systems

J. Quintas, P. Menezes, J. Dias
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引用次数: 4

Abstract

Every file, document, database and digital information is now going through the Cloud. Leveraged by the developments in information systems, Cloud Robotics is evolving at a steady pace and raised attention in the past 5 years. This recent field of Robotics is allowing engineers to envisage new and exciting applications for robots in the near future. This work proposes Cloud Robotics as a mean to integrate semantic reasoning in a multi-robot system, using self-created knowledge bases in each robot, in order to perform the coordination of complex task allocation. An auction-based coordination method and a knowledge matching algorithm were implemented to study this subject. The obtained results demonstrated that, the coordination of a large multi-robot system and the knowledge matching process can be computationally demanding, thus making them perfect candidate features to be “cloudyfied”.
云机器人中的互操作性。开发和匹配异构多机器人系统的知识信息模型
每一个文件、文档、数据库和数字信息现在都在通过云。随着信息系统的发展,云机器人技术正在稳步发展,并在过去的5年里引起了人们的关注。机器人技术的这一最新领域使工程师们能够设想在不久的将来机器人的新的和令人兴奋的应用。这项工作提出云机器人作为一种手段,在多机器人系统中集成语义推理,在每个机器人中使用自创建的知识库,以执行复杂任务分配的协调。采用基于拍卖的协调方法和知识匹配算法对该问题进行了研究。结果表明,大型多机器人系统的协调和知识匹配过程的计算量非常大,从而使它们成为“云化”的完美候选特征。
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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