基于图语法和模糊逻辑的机器人控制体系结构

Jörg-Michael Hasemann
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引用次数: 4

摘要

提出了机器人控制体系结构的新概念。特别强调任务级控制任务的计划和监控。引入的新特性包括行为切换、计划执行和计划有效性的完整监控,以及计划中活动和相互依赖的严格显式表示。用于建模决策和计划修改的关键技术是模糊逻辑和图语法。模糊逻辑用于指导规划,图形语法为扩展规划组件提供了框架。此外,还提出了一种行为切换机制,允许关键行为中断或放弃当前不太关键的行为。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A robot control architecture based on graph grammars and fuzzy logic
New concepts for robot control architectures are presented. Special emphasis is put on planning and monitoring for task level control tasks. New features introduced are behaviour switching, complete monitoring of plan execution and plan validity and rigorous explicit representation of activities and mutual dependencies within plans. The key techniques used to model decision making and plan modification are fuzzy logic and graph grammars. Fuzzy logic is used to guide planning and graph grammars provide the framework for expanding plan components. Moreover, a behaviour switching mechanism is proposed, which allows critical behaviours to interrupt or abandon a current less critical behaviour.<>
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