Towards situational awareness from robotic group motion

被引:4
|
作者
Levillain, Florent [2 ]
St-Onge, David [1 ]
Beltrame, Giovanni [3 ]
Zibetti, Elisabetta [4 ]
机构
[1] Ecole Technol Sup er, Dept Mech Engn, Quebec City, PQ, Canada
[2] Ecole Natl Super Arts Decoratifs, Ensadlab Reflect Interact, F-75240 Paris 05, France
[3] Ecole Polytech Montreal, Dept Comp & Software Engn, Quebec City, PQ, Canada
[4] Univ Paris 08, CHART LUTIN Lab, F-93526 St Denis 02, France
基金
加拿大自然科学与工程研究理事会;
关键词
D O I
10.1109/ro-man46459.2019.8956381
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The control of multiple robots in the context of tele-exploration tasks is often attentionally taxing, resulting in a loss of situational awareness for operators. Unmanned aerial vehicle swarms require significantly more multitasking than controlling a plane, thus making it necessary to devise intuitive feedback sources and control methods for these robots. The purpose of this article is to examine a swarm's nonverbal behaviour as a possible way to increase situational awareness and reduce the operators cognitive load by soliciting intuitions about the swarm's behaviour. To progress on the definition of a database of nonverbal expressions for robot swarms, we first define categories of communicative intents based on spontaneous descriptions of common swarm behaviours. The obtained typology confirms that the first two levels (as defined by Endsley: elements of environment and comprehension of the situation) can be shared through swarms motion-based communication. We then investigate group motion parameters potentially connected to these communicative intents. Results are that synchronized movement and tendency to form figures help convey meaningful information to the operator. We then discuss how this can be applied to realistic scenarios for the intuitive command of remote robotic teams.
引用
收藏
页数:6
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