Active stabilization of a humanoid robot base on inertial measurement unit data

被引:0
作者
Wasielica, Mikolaj [1 ]
Wasik, Marek [1 ]
机构
[1] Poznan Univ Tech, Inst Control & Informat Engn, Ul Piotrowo 3A, PL-60965 Poznan, Poland
来源
PROCEEDINGS OF THE 2014 16TH INTERNATIONAL CONFERENCE ON MECHATRONICS (MECHATRONIKA 2014) | 2014年
关键词
humanoid robot; antropomorphic; active stabilization; balancing; inertial measurement unit;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper we describe the active stabilization of a humanoid robot. It is based on the data obtained from an Inertial Measurement Unit (IMU), which is placed in the robot's torso. IMU includes accelerometer and gyroscope. Relying on these data, we propose the algorithm that maintains stability of the robot, while the support platform tilts. Our experimental object was a small humanoid robot M-Bot, which was built by authors and is shortly described in this paper. To determine the orientation of the robot we developed a digital filter. To maintain the static stability we decided to implement a controller based on the position of the Center of Mass (COM) projection on the ground plane. To adjust COM position we use ankle and hip strategy. These strategies provide stabilization only in one plane. To improve side stability we propose the leg adjustments. This algorithm detects the possibility of exceeding outer boundary of the foot by COM and adjusts configuration of the leg to prevent against falling to one side. The developed algorithms were fully tested on a real construction of M-bot robot. Experimental results demonstrated that our implementation successfully stabilizes a humanoid robot.
引用
收藏
页码:364 / 369
页数:6
相关论文
共 50 条
  • [41] Tremor analysis by decomposition of acceleration into gravity and inertial acceleration using inertial measurement unit
    Sprdlik, Otakar
    Hurak, Zdenek
    Hoskovcova, Martina
    Ulmanova, Olga
    Ruzicka, Evzen
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2011, 6 (03) : 269 - 279
  • [42] Tremor Analysis by Decomposition of Acceleration into Gravity and Inertial Acceleration Using Inertial Measurement Unit
    Sprdlik, Otakar
    Hurak, Zdenek
    Hoskovcova, Martina
    Ruzicka, Evzen
    2009 9TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND APPLICATIONS IN BIOMEDICINE, 2009, : 186 - +
  • [43] Validation of a Rowing Oar Angle Measurement System based on an Inertial Measurement Unit
    Gravenhorst, Franz
    Troester, Gerhard
    Turner, Timothy
    Smith, Richard M.
    Draper, Conny
    2013 12TH IEEE INTERNATIONAL CONFERENCE ON TRUST, SECURITY AND PRIVACY IN COMPUTING AND COMMUNICATIONS (TRUSTCOM 2013), 2013, : 1412 - 1419
  • [44] Relative orientation calibration of a depth camera and an inertial measurement unit
    Chen J.
    Zhu H.
    Gu S.
    Guan Y.
    Zhu, Haifei (hfzhu@gdut.edu.cn), 2018, Harbin Institute of Technology (50): : 131 - 136
  • [45] SLAM for Humanoid Multi-Robot Active Cooperation Based on Relative Observation
    Pei, Zhaoyi
    Piao, Songhao
    Souidi, Mohammed El Habib
    Qadir, Muhammad Zuhair
    Li, Guo
    SUSTAINABILITY, 2018, 10 (08)
  • [46] Tennis action recognition and evaluation with inertial measurement unit and SVM
    Gao, Jinxia
    Zhang, Guodong
    SYSTEMS AND SOFT COMPUTING, 2024, 6
  • [47] Segmentation of Human Body Movement using Inertial Measurement Unit
    Aoki, Takashi
    Venture, Gentiane
    Kulic, Dana
    2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013), 2013, : 1181 - 1186
  • [48] Restoration of UAV image blurring based on inertial measurement unit
    Guo, Cui
    Ji, Yue
    Liu, Yuhe
    Zheng, Haitao
    Li, Jinyi
    Cao, Huiliang
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2025, 36 (01)
  • [49] Quantitative assessment of parkinsonian bradykinesia based on an inertial measurement unit
    Houde Dai
    Haijun Lin
    Tim C Lueth
    BioMedical Engineering OnLine, 14
  • [50] Improving the calibration process of inertial measurement unit for marine applications
    Rahimi, Hossein
    Nikkhah, Amir Ali
    NAVIGATION-JOURNAL OF THE INSTITUTE OF NAVIGATION, 2020, 67 (04): : 763 - 774