通过分析周围环境中的运动限制来解释用户命令中的模糊语言信息

M. Muthugala, A. Jayasekara
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引用次数: 9

摘要

为提高人们的生活水平,正在开发老年人和残疾人辅助机器人。实现机器人助手的梦想显然也取决于人机交互中类似人类的交互的可用性。人类在日常互动中更喜欢使用语音指令,语音指令中含有“非常少”、“远”等不确定信息。因此,机器人助手理解不确定信息的能力至关重要。因此,我们的研究提出了一种通过评估周围环境的空间信息来解释用户命令中与距离相关的模糊语言信息的方法。引入基于模糊逻辑的模糊语言信息评价系统(FLIES),通过分析周围环境中可能存在的运动限制,对用户命令中的模糊语言术语进行解释。该方法已在先锋3DX移动机器人上实现并进行了测试。在两种不同的室内环境下进行了实验,并给出了系统的实验结果。
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Interpreting fuzzy linguistic information in user commands by analyzing movement restrictions in the surrounding environment
Assistive robots for elderly and disabled people are being developed to uplift the living standard of the people. The idea of realizing the dream for a robot assistant obviously depends on the availability of human-human like interactions in human-robot interactions also. Humans prefer to use voice instructions, which have uncertain information such as “very little”, “far” etc. in their daily interactions. Therefore, the ability of a robot assistant to understand the uncertain information is crucial. Therefore, our study proposes a method to interpret fuzzy linguistic information related to distance in user commands by evaluating the spatial information of the surrounding environment. Fuzzy logic based fuzzy linguistic information evaluation system (FLIES) has been introduced to interpret the fuzzy linguistic terms in user commands by analyzing possible movement restrictions in the surrounding environment. The proposed method has been implemented and tested on a Pioneer 3DX mobile robot. The experiment has been conducted in two different indoor environments and the experimental results of the system are presented.
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