Research on Adaptive Control in Complex Terrain for Quadruped Robot

被引:0
作者
Xu, Peng [1 ]
Jiang, Lei [1 ]
Yao, Qichang [1 ]
Dang, Ruina [1 ]
Jiang, Yunfeng [1 ]
Xing, Boyang [1 ]
Xu, Wei [1 ]
Liu, Yufei [1 ]
Su, Bo [1 ]
机构
[1] China North Vehicle Res Inst, Beijing 100072, Peoples R China
来源
INTELLIGENT ROBOTICS AND APPLICATIONS, ICIRA 2021, PT III | 2021年 / 13015卷
基金
中国国家自然科学基金;
关键词
Quadruped robot; Uneven terrain; Adaptive control; Balance control; DESIGN;
D O I
10.1007/978-3-030-89134-3_24
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to improve the locomotion ability of quadruped robot under the uneven terrain, an adaptive control method of quadruped robot is proposed in this paper. Firstly, by introducing into the threshold of terrain elevation and calculating irregularity information to detect whether the foothold area is safe. Secondly, according to the key points and size information of the virtual obstacle, re-plan the swing trajectory and foothold of the swing leg online. Thirdly, the body balance control strategy is used to achieve obstacle crossing by integrating the ground plane estimation and force allocation optimization. Finally, this proposed method is tested in Vortex simulation environment, and the experiment verifies the effectiveness.
引用
收藏
页码:258 / 268
页数:11
相关论文
共 16 条
[1]  
Boston Dynamics, 2018, ATL WORLDS MOST DYN
[2]  
Boston Dynamics, 2017, SPOTMINI GOOD THINGS
[3]  
Boston Dynamics, 2013, LS3 LEGG SQUAD SUPP
[4]  
Gehring C, 2013, IEEE INT CONF ROBOT, P3287, DOI 10.1109/ICRA.2013.6631035
[5]  
Hutter M, 2016, 2016 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2016), P38, DOI 10.1109/IROS.2016.7758092
[6]   Learning agile and dynamic motor skills for legged robots [J].
Hwangbo, Jemin ;
Lee, Joonho ;
Dosovitskiy, Alexey ;
Bellicoso, Dario ;
Tsounis, Vassilios ;
Koltun, Vladlen ;
Hutter, Marco .
SCIENCE ROBOTICS, 2019, 4 (26)
[7]   High speed trot-running: Implementation of a hierarchical controller using proprioceptive impedance control on the MIT Cheetah [J].
Hyun, Dong Jin ;
Seok, Sangok ;
Lee, Jongwoo ;
Kim, Sangbae .
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2014, 33 (11) :1417-1445
[8]   BioBERT: a pre-trained biomedical language representation model for biomedical text mining [J].
Lee, Jinhyuk ;
Yoon, Wonjin ;
Kim, Sungdong ;
Kim, Donghyeon ;
Kim, Sunkyu ;
So, Chan Ho ;
Kang, Jaewoo .
BIOINFORMATICS, 2020, 36 (04) :1234-1240
[9]  
Li Y., 2011, J SHANDONG U ENG SCI, V41, P32
[10]   High-speed bounding with the MIT Cheetah 2: Control design and experiments [J].
Park, Hae-Won ;
Wensing, Patrick M. ;
Kim, Sangbae .
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2017, 36 (02) :167-192