Vision Aided Dynamic Exploration of Unstructured Terrain with a Small-Scale Quadruped Robot

被引:76
作者
Kim, D.
Carballo, D.
Di Carlo, J.
Katz, B.
Bledt, G.
Lim, B.
Kim, S.
机构
来源
2020 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA) | 2020年
关键词
D O I
10.1109/icra40945.2020.9196777
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Legged robots have been highlighted as promising mobile platforms for disaster response and rescue scenarios because of their rough terrain locomotion capability. In cluttered environments, small robots are desirable as they can maneuver through small gaps, narrow paths, or tunnels. However small robots have their own set of difficulties such as limited space for sensors, limited obstacle clearance, and scaled-down walking speed. In this paper, we extensively address these difficulties via effective sensor integration and exploitation of dynamic locomotion and jumping. We integrate two Intel RealSense sensors into the MIT Mini-Cheetah, a 0.3 m tall, 9 kg quadruped robot. Simple and effective filtering and evaluation algorithms are used for foothold adjustment and obstacle avoidance. We showcase the exploration of highly irregular terrain using dynamic trotting and jumping with the small-scale, fully sensorized Mini-Cheetah quadruped robot.
引用
收藏
页码:2464 / 2470
页数:7
相关论文
共 18 条
[1]   CasADi: a software framework for nonlinear optimization and optimal control [J].
Andersson, Joel A. E. ;
Gillis, Joris ;
Horn, Greg ;
Rawlings, James B. ;
Diehl, Moritz .
MATHEMATICAL PROGRAMMING COMPUTATION, 2019, 11 (01) :1-36
[2]  
[Anonymous], 2008, IFAC P
[3]  
Bajracharya M, 2013, IEEE INT C INT ROBOT, P3663, DOI 10.1109/IROS.2013.6696879
[4]   Quadruped robot trotting over irregular terrain assisted by stereo-vision [J].
Bazeille, Stephane ;
Barasuol, Victor ;
Focchi, Michele ;
Havoutis, Ioannis ;
Frigerio, Marco ;
Buchli, Jonas ;
Caldwell, Darwin G. ;
Semini, Claudio .
INTELLIGENT SERVICE ROBOTICS, 2014, 7 (02) :67-77
[5]   Advances in real-world applications for legged robots [J].
Bellicoso, C. Dario ;
Bjelonic, Marko ;
Wellhausen, Lorenz ;
Holtmann, Kai ;
Guenther, Fabian ;
Tranzatto, Marco ;
Fankhauser, Peter ;
Hutter, Marco .
JOURNAL OF FIELD ROBOTICS, 2018, 35 (08) :1311-1326
[6]  
Bradski G., 2013, LEARNING OPENCV COMP
[7]  
Havoutis I, 2013, IEEE INT C INT ROBOT, P6052, DOI 10.1109/IROS.2013.6697235
[8]   LCM: Lightweight Communications and Marshalling [J].
Huang, Albert S. ;
Olson, Edwin ;
Moore, David C. .
IEEE/RSJ 2010 INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2010), 2010, :4057-4062
[9]  
Katz B, 2019, IEEE INT CONF ROBOT, P6295, DOI [10.1109/ICRA.2019.8793865, 10.1109/icra.2019.8793865]
[10]  
Kim D., 2019, Highly dynamic quadruped locomotion via whole-body impulse control and model predictive control