Adaptive robust controls of biped robots

被引:32
作者
Li, Zhijun [1 ]
Ge, Shuzhi Sam [2 ,3 ,4 ]
机构
[1] S China Univ Technol, Coll Automat Sci & Engn, Key Lab Autonomous Syst & Network Control, Guangzhou 510641, Guangdong, Peoples R China
[2] Univ Elect Sci & Technol China, Robot Inst, Chengdu 610054, Peoples R China
[3] Univ Elect Sci & Technol China, Sch Comp Sci & Engn, Chengdu 610054, Peoples R China
[4] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore 117576, Singapore
关键词
SLIDING-MODE CONTROL; CONTROL-SYSTEM; LOCOMOTION; WALKING; DESIGN;
D O I
10.1049/iet-cta.2012.0066
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a structure of robust adaptive control for biped robots, which includes balancing and posture control for regulating the centre-of-mass (COM) position and trunk orientation of bipedal robots in a compliant way. First, the biped robot is decoupled into the dynamics of COM and the trunks. Then, the adaptive robust controls are constructed in the presence of parametric and functional dynamics uncertainties. The control computes a desired ground reaction force required to stabilise the posture with unknown dynamics of COM and then transforms these forces into full-body joint torques even if the external disturbances exist. Based on Lyapunov synthesis, the proposed adaptive controls guarantee that the tracking errors of system converge to zero. The proposed controls are robust not only to system uncertainties such as mass variation but also to external disturbances. The verification of the proposed control is conducted using the extensive simulations.
引用
收藏
页码:161 / 175
页数:15
相关论文
共 33 条
  • [1] A Control Approach for Actuated Dynamic Walking in Biped Robots
    Braun, David J.
    Goldfarb, Michael
    [J]. IEEE TRANSACTIONS ON ROBOTICS, 2009, 25 (06) : 1292 - 1303
  • [2] Chen M, 2008, INT J INNOV COMPUT I, V4, P1995
  • [3] Robust Adaptive Tracking Control of the Underwater Robot with Input Nonlinearity Using Neural Networks
    Chen, Mou
    Jiang, Bin
    Zou, Jie
    Feng, Xing
    [J]. INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2010, 3 (05) : 646 - 655
  • [4] Sliding mode control for a class of uncertain nonlinear system based on disturbance observer
    Chen, Mou
    Chen, Wen-Hua
    [J]. INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2010, 24 (01) : 51 - 64
  • [5] Control of a Biped Robot With Support Vector Regression in Sagittal Plane
    Ferreira, Joao P.
    Crisostomo, Manuel M.
    Coimbra, A. Paulo
    Ribeiro, Bernardete
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2009, 58 (09) : 3167 - 3176
  • [6] A Passive 2-DOF Walker: Hunting for Gaits Using Virtual Holonomic Constraints
    Freidovich, Leonid B.
    Mettin, Uwe
    Shiriaev, Anton S.
    Spong, Mark W.
    [J]. IEEE TRANSACTIONS ON ROBOTICS, 2009, 25 (05) : 1202 - 1208
  • [7] SENSOR-BASED CONTROL OF A 9-LINK BIPED
    FURUSHO, J
    SANO, A
    [J]. INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 1990, 9 (02) : 83 - 98
  • [8] Asymptotically stable walking for biped robots: Analysis via systems with impulse effects
    Grizzle, JW
    Abba, G
    Plestan, F
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2001, 46 (01) : 51 - 64
  • [9] Motion Control of Piezoelectric Positioning Stages: Modeling, Controller Design, and Experimental Evaluation
    Gu, Guo-Ying
    Zhu, Li-Min
    Su, Chun-Yi
    Ding, Han
    [J]. IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2013, 18 (05) : 1459 - 1471
  • [10] Design of a Distributed Multiaxis Motion Control System Using the IEEE-1394 Bus
    Gu, GuoYing
    Zhu, LiMin
    Xiong, ZhenHua
    Ding, Han
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2010, 57 (12) : 4209 - 4218