基于传感器网络情感模型的机器人伴侣开发

Dalai Tang, B. Yusuf, J. Botzheim, N. Kubota, I. A. Sulistijono
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引用次数: 9

摘要

本文讨论了机器人伙伴的开发,它不仅可以进行静态对话,还可以通过基于传感器网络的情感模型,通过面部表情、手势和文字表达进行情感表达,从而与人进行自然的互动。一般来说,机器人内部都配备了传感器,但是为了表达情感,配备的传感器还不足以掌握周围环境状况的必要输入信息。因此,我们提出了一种应用于机器人伙伴的传感器网络,用于估计环境状态作为输入数据,然后使用情绪模型对获取的数据进行处理,以获得所需的情绪表达。在本文中,我们首先解释了信息结构化空间的概念,我们正在开发的机器人伙伴,以及传感器网络。接下来,我们解释了情感模型的发展,该模型由来自传感器网络的数据采集作为输入和模型输出(如面部、手势和单词表达)组成。最后,我们基于所提出的方法进行了多次实验,并讨论了情感模型开发能够进行情感表达的机器人伙伴的能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robot Partner Development Using Emotional Model Based on Sensor Network
This paper discusses the development of robot partner that can perform not only static conversation, but also can perform emotion expression by facial expression, gesture, and word expression using emotional model based on sensor network, therefore it can interact naturally with a person. Generally, the robot has sensors equipped inside it, however to express emotion the equipped sensors are not enough to grasp the necessary input information about the surrounding environmental situation. Therefore we propose a sensor network applied to the robot partner for estimating the environment states as input data, after that the acquired data is processed using emotional model to gain the desired emotional expression. In this paper, first we explain the concept of informationally structured space, robot partner that we are developing, and sensor network. Next, we explain the development of emotional model that consists of data acquisition from sensor network as an input and the model output such as face, gesture, and word expression. Finally, we conduct several experiments based on the proposed method, and discuss the ability of emotional model to develop robot partner that can perform emotional expression.
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