Posture control for humanoid robot on uneven ground and slopes using inertial sensors

被引:3
|
作者
Chiang, Shu-Yin [1 ]
Wang, Jin-Long [1 ]
机构
[1] Ming Chuan Univ, Dept Informat & Telecommun Engn, 5 De Ming Rd, Taoyuan 333, Taiwan
关键词
Humanoid robot; gait generation; balance control; gyroscope; accelerometer; BALANCE CONTROL; BIPED ROBOT; WALKING ALGORITHM; TERRAIN; ANKLE;
D O I
10.1177/1687814020957181
中图分类号
O414.1 [热力学];
学科分类号
摘要
We designed a stable gait pattern and posture-control balance system to enable a biped humanoid robot to maintain balance and avoid falling when walking on uneven ground or slopes. In this study, we first examined the problem of gait generation and the balance of a humanoid robot and then proposed a posture-control balance system using the inertial sensors of a gyroscope and accelerometer to sense the tilt angle of the robot according to the environment. To process the data obtained by the sensors, the mean filter was applied to eliminate the noise in the data, and the complementary filter was used to properly combine the data from both the gyroscope and accelerometer. The system further modifies the gait and posture of the robot based on the results obtained through a fuzzy system to attain the angle of balance and stabilization. A robot with an open platform was used to test the implementation of the proposed algorithm, and the experimental results demonstrated that the robot could successfully maintain balance when walking uphill and downhill on uneven surfaces. Moreover, because only one parameter needs to be adjusted when applying the balance-control system, the system can be easily extended to any related humanoid robot.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] Adjustment of home posture of a biped humanoid robot using an inertial sensor and force torque sensors
    Kim, Jung-Hoon
    Kim, Jung-Yup
    Oh, Jun-Ho
    [J]. 2007 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-9, 2007, : 2229 - +
  • [2] Control strategy about humanoid robot stable locomotion on uneven ground
    School of Automation Science and Electrical Engineering, Beihang University, Beijing 100037, China
    不详
    [J]. Jixie Gongcheng Xuebao, 2006, 8 (1-6):
  • [3] A real-time control method for humanoid robot to walk stably on uneven ground
    Shuai, Mei
    Fu, Chenglong
    Chen, Ken
    [J]. 2006 IEEE CONFERENCE ON ROBOTICS, AUTOMATION AND MECHATRONICS, VOLS 1 AND 2, 2006, : 476 - +
  • [4] Standing Posture Modeling and Control for a Humanoid Robot
    Ahmed, Syeda Mariam
    Chew, Chee Meng
    Tian, Bo
    [J]. 2013 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2013, : 4152 - 4157
  • [5] Humanoid Robot Posture-Balance Control
    Lin, Hsien-I
    Xuan-Anh Nguyen
    [J]. 2016 55TH ANNUAL CONFERENCE OF THE SOCIETY OF INSTRUMENT AND CONTROL ENGINEERS OF JAPAN (SICE), 2016, : 160 - 165
  • [6] Novel Flexible Foot System for Humanoid Robot Adaptable to Uneven Ground
    Wei Hui
    Shuai Mei
    Wang Zhongyu
    Zhang Chuanyou
    Li Li
    [J]. CHINESE JOURNAL OF MECHANICAL ENGINEERING, 2010, 23 (06) : 725 - 732
  • [8] Intelligent Posture Control of Humanoid Robot in Variable Environment
    Shi Q.
    Lü L.
    Xie J.
    [J]. Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2020, 56 (03): : 64 - 72
  • [9] POSTURE CONTROL OF A HUMANOID ROBOT WITH A COMPLIANT ANKLE JOINT
    Kim, Min-Su
    Oh, Jun Ho
    [J]. INTERNATIONAL JOURNAL OF HUMANOID ROBOTICS, 2010, 7 (01) : 5 - 29
  • [10] Human-like Humanoid Robot Posture Control
    Zebenay, M.
    Lippi, V.
    Mergener, T.
    [J]. ICIMCO 2015 PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL. 2, 2015, : 304 - 309