A motion rule for human-friendly robots based on electrodermal activity investigations and its application to mobile robot

被引:0
|
作者
Hanajima, N [1 ]
Goto, T [1 ]
Ohta, Y [1 ]
Hikita, H [1 ]
Yamashita, M [1 ]
机构
[1] Muroran Inst Technol, Dept Mech Syst Engn, Muroran, Hokkaido 0508585, Japan
关键词
motion generation; human-friendly robot; skin conductance response; EDA; depth-from-focus;
D O I
10.1109/IROS.2005.1545301
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper investigates impressions on the robot motion based on EDA experiments, deduces a motion rule for human-friendly robots from the investigations, and applies it to a mobile robot experimental apparatus. In our previous work, it was suggested that actuation noise come from the robots tended to raise the sympathetic nerve system (SNS) response of the heart rate variability. In another experiment it is observed that blocking out either the sound or the sight attenuated the electrodermal activity (EDA), which reflects the SNS, to the robot motion. In the present work, the experiment was designed not so as to avoid the influence of the habituation differently from the previous experiments, which was the significant factor contributing to reducing the EDA responses. As a result of statistical analysis, it was concluded that the present work supported the result of the previous work. Based on these investigations, we deduced the motion rule for human-friendly robots from this investigation, that robots must reduce their motion speed in the immediate vicinity of humans. We constructed the experimental setup that a mobile robot approached human with its speed decreased in conformity with the rule. To estimate the distance from the human, the skin color detection and depth-from-focus techniques were applied to a monocular color video camera system with pan/tilt/zoom operation. The experimental result showed that a proper choice of commands could perform the robot motion to reduce its speed in the immediate vicinity of the human.
引用
收藏
页码:2186 / 2192
页数:7
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