Robust Human Tracking of a Crawler Robot

被引:0
|
作者
Orita, Yasuaki [1 ]
Fukao, Takanori [1 ]
机构
[1] Ritsumeikan Univ, Grad Sch Sci & Engn, 1-1-1 Noji Higashi, Kusatsu, Shiga 5258577, Japan
关键词
human tracking; automatic tracking; 3D-LiDAR; NDT-SLAM; inverse optimal control; REGISTRATION;
D O I
10.20965/jrm.2019.p0194
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Carrying out firefighting activities at disaster sites is extremely difficult. Therefore, robots that support and enhance these operations are required. In this paper, a crawler robot that tracks the moving path of a firefighter is proposed. It is commonly believed that trained firefighters select the best route; thus, it was assumed that this route is the easiest for the crawler robot as well. Using two 3D light detection and ranging sensors, once the firefighter's coordinates are detected, the coordinates are combined with 3D simultaneous localization and mapping results, then a target path is generated. The crawler robot follows the path using inverse optimal tracking control. The controller has a stability margin that guarantees robustness, which is an ideal property for disaster response robots used in severe conditions. The results of several experiments show that the proposed system is effective and practical for the crawler robot.
引用
收藏
页码:194 / 202
页数:9
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