Walking pattern generation for a humanoid robot with compliant joints

被引:27
|
作者
Li, Zhibin [1 ]
Tsagarakis, Nikos G. [1 ]
Caldwell, Darwin G. [1 ]
机构
[1] Ist Italiano Tecnol, Dept Adv Robot, I-16163 Genoa, Italy
关键词
Walking pattern generation; Compliant robot; Series elastic actuator; DESIGN;
D O I
10.1007/s10514-013-9330-7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This work presents a walking pattern generator based on the control of the center of mass (COM) states and its experimental validations on the compliant humanoid robot COMAN powered by intrinsically compliant joints. To cope with the inaccuracies of the joint position tracking resulted by the physical compliance, the proposed pattern generator uses the feedback states of the COM and on-line computes the updated COM references. The position and velocity of the COM are the state variables, and the constrained ground reaction force (GRF) limited by the support polygon is the control effort to drive the real COM states to track the desired references. The frequency analysis of the COM demonstrates its low frequency spectrum that indicates the demand of a low control bandwidth which is suitable for a robot system with compliant joints. The effectiveness of the proposed gait generation method was demonstrated by the experiments performed on the COMAN robot. The experimental data such as the COM position and velocity tracking, the GRF applied on feet, the measured step length and the walking velocity are analyzed. The effect of the passive compliance is also discussed.
引用
收藏
页码:1 / 14
页数:14
相关论文
共 50 条
  • [31] Online walking pattern generation and its application to a biped humanoid robot - KHR-3 (HUBO)
    Park, Ill-Woo
    Kim, Jung-Yup
    Oh, Jun-Ho
    [J]. ADVANCED ROBOTICS, 2008, 22 (2-3) : 159 - 190
  • [32] The Rh-1 full-size humanoid robot: Design, walking pattern generation and control
    Systems Engineering and Automation Department, Robotics Lab, Carlos III of Madrid University, Spain
    [J]. Appl. Bionics Biomech., 2009, 3-4 (301-344):
  • [33] A performance comparison between closed form and numerical optimization solutions for humanoid robot walking pattern generation
    Mohamed, Samer A.
    Maged, Shady A.
    Awad, Mohammed, I
    [J]. INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2021, 18 (04)
  • [34] Trajectory Generation of Straightened Knee Walking for Humanoid Robot iCub
    Li, Zhibin
    Tsagarikis, Nikos G.
    Caldwell, Darwin G.
    Vanderborght, Bram
    [J]. 11TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION (ICARCV 2010), 2010, : 2355 - 2360
  • [35] Stability Control and Pattern Generation for Biped Humanoid Robot
    Kamogawa, Yuki
    Yamada, Kouhei
    Masuta, Hiroyuki
    Lim, Hun-ok
    [J]. 2013 13TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS 2013), 2013, : 910 - 915
  • [36] Pattern Generation for Humanoid Robot with Natural ZMP Trajectory
    Samadi, Farshad
    Moghadam-Fard, Hamid
    [J]. 2014 SECOND RSI/ISM INTERNATIONAL CONFERENCE ON ROBOTICS AND MECHATRONICS (ICROM), 2014, : 570 - 575
  • [37] A running pattern generation based on ZMP for humanoid robot
    [J]. Wang, X. (199773@sina.com), 2013, Science Press (50):
  • [38] Walking pattern analysis of humanoid robot using support vector regression
    Kim, Dongwon
    Park, Gwi-Tae
    [J]. KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 3, PROCEEDINGS, 2006, 4253 : 255 - 262
  • [39] On Global Optimization of Walking Gaits for the Compliant Humanoid Robot, COMAN Using Reinforcement Learning
    Dallali, Houman
    Kormushev, Petar
    Li, Zhibin
    Caldwell, Darwin
    [J]. CYBERNETICS AND INFORMATION TECHNOLOGIES, 2012, 12 (03) : 39 - 52
  • [40] Motion Planning for a Humanoid Robot Based on a Biped Walking Pattern Generator
    Harada, Kensuke
    [J]. MOTION PLANNING FOR HUMANOID ROBOTS, 2010, : 181 - 204