Robust compound control of dynamic bipedal robots

被引:9
|
作者
Arcos-Legarda, Jaime [1 ]
Cortes-Romero, John [2 ]
Tovar, Andres [3 ]
机构
[1] Univ San Buenaventura, Dept Mechatron Engn, Bogota, Colombia
[2] Univ Nacl Colombia, Dept Elect & Elect Engn, Bogota, Colombia
[3] Indiana Univ Purdue Univ, Dept Mech & Energy Engn, Indianapolis, IN 46202 USA
基金
美国国家科学基金会;
关键词
Dynamic bipedal robots; Generalized proportional integral control; Virtual holonomic constraints; Hybrid zero dynamics; HYBRID ZERO DYNAMICS; CONTROL LYAPUNOV FUNCTIONS; WALKING; OPTIMIZATION; EFFICIENT;
D O I
10.1016/j.mechatronics.2019.04.002
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 robust compound control strategy to produce a stable gait in dynamic bipedal robots under random perturbations. The proposed control strategy consists of two interactive loops: an adaptive trajectory generator and a robust trajectory tracking controller. The adaptive trajectory generator produces references for the robot controlled joints without a-priori knowledge of the terrain features and minimizes the effects of disturbances and model uncertainties during the gait, particularly during the support-leg exchange. The trajectory tracking controller is a non-switching robust multivariable generalized proportional integral (GPI) controller. The GPI controller rejects external disturbances and uncertainties faced by the robot during the swing walking phase. The proposed control strategy was evaluated on the numerical model of a five-link planar bipedal robot with one degree of under-actuation, four actuators, and point feet. The results showed robust performance and stability under external disturbances and model parameter uncertainties on uneven terrain with uphills and downhills. The stability of the gait was proven through the computation of a Poincare return map for a hybrid zero dynamics with uncertainties (HZDU) model, which shows convergence to a bounded neighborhood of a nominal orbital periodic behavior.
引用
收藏
页码:154 / 167
页数:14
相关论文
共 50 条
  • [1] Adaptive robust control of dynamic walking of bipedal robots under uncertain disturbances
    Yuan, Hai-Hui
    Ge, Yi-Min
    Gan, Chun-Biao
    [J]. Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science), 2019, 53 (11): : 2049 - 2057
  • [2] Hybrid disturbance rejection control of dynamic bipedal robots
    Arcos-Legarda, Jaime
    Cortes-Romero, John
    Beltran-Pulido, Andres
    Tovar, Andres
    [J]. MULTIBODY SYSTEM DYNAMICS, 2019, 46 (03) : 281 - 306
  • [3] Virtual dynamic modelization, control and identification of bipedal robots
    Khoukhi, A
    Akilal, A
    [J]. MHS2001: PROCEEDINGS OF THE 2001 INTERNATIONAL SYMPOSIUM ON MICROMECHATRONICS AND HUMAN SCIENCE, 2001, : 175 - 182
  • [4] Hybrid disturbance rejection control of dynamic bipedal robots
    Jaime Arcos-Legarda
    John Cortes-Romero
    Andres Beltran-Pulido
    Andres Tovar
    [J]. Multibody System Dynamics, 2019, 46 : 281 - 306
  • [5] Reinforcement Learning for Robust Parameterized Locomotion Control of Bipedal Robots
    Li, Zhongyu
    Cheng, Xuxin
    Peng, Xue Bin
    Abbeel, Pieter
    Levine, Sergey
    Berseth, Glen
    Sreenath, Koushil
    [J]. 2021 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA 2021), 2021, : 2811 - 2817
  • [6] Toward a Virtual Neuromuscular Control for Robust Walking in Bipedal Robots
    Batts, Zachary
    Song, Seungmoon
    Geyer, Harimut
    [J]. 2015 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2015, : 6318 - 6323
  • [7] Dynamic modeling in the simulation, optimization, and control of bipedal and quadrupedal robots
    Hardt, M
    von Stryk, O
    [J]. ZEITSCHRIFT FUR ANGEWANDTE MATHEMATIK UND MECHANIK, 2003, 83 (10): : 648 - 662
  • [8] A review of optimal and control strategies for dynamic walking bipedal robots
    Tian, Yan-Tao
    Sun, Zhong-Bo
    Li, Hong-Yang
    Wang, Jing
    [J]. Zidonghua Xuebao/Acta Automatica Sinica, 2016, 42 (08): : 1142 - 1157
  • [9] A Controller for Dynamic Walking in Bipedal Robots
    Braun, David J.
    Goldfarb, Michael
    [J]. 2009 IEEE-RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, 2009, : 2916 - 2921
  • [10] Universal Balancing Controller for Robust Lateral Stabilization of Bipedal Robots in Dynamic, Unstable Environments
    Nagarajan, Umashankar
    Yamane, Katsu
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2014, : 6698 - 6705