MPC-Based Reference Governor Control for Self-Righting of Quadruped Robots: Preliminary Results

被引:0
|
作者
Dobrikopf, Aureo Guilherme [1 ]
Schulze, Lucas [1 ]
Bertol, Douglas Widlgrube [1 ]
Barasuol, Victor [2 ]
机构
[1] Santa Catarina State Univ, Elect Engn Dept, Joinville, Brazil
[2] Ist Italiano Tecnol, Dynam Legged Syst, Genoa, Italy
关键词
Reference Governor Control; Model Predictive Control; Self-Righting; Quadrupedal robots; CONSTRAINTS; LOCOMOTION; SYSTEMS;
D O I
10.1109/LARS/SBR/WRE56824.2022.9995759
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Even with the current efficient legged robots' control techniques, unexpected situations may occur, leading the system to a fall. For the robot to recover mobility, it must be capable of autonomously repositioning itself. The named Self-Righting task aims to solve the problem of robot mobility recovery with a set of reference poses. This work proposes using a Reference Governor Control (RGC) for a quadrupedal robot's stand-up sub-task in a closed-loop scheme. The RGC is composed of a predictive controller based on the robot's states and the constraints' forces obtained from its interaction with the environment. From the results, it is possible to observe that the proposed solution can reposition the robot to a fully recovered mobility state.
引用
收藏
页码:85 / 90
页数:6
相关论文
共 16 条
  • [1] MPC-based reference governor control of a continuous stirred-tank reactor
    Holaza, Juraj
    Klauco, Martin
    Drgona, Jan
    Oravec, Juraj
    Kvasnica, Michal
    Fikar, Miroslav
    [J]. COMPUTERS & CHEMICAL ENGINEERING, 2018, 108 : 289 - 299
  • [2] Optimization-Based Flocking Control and MPC-Based Gait Synchronization Control for Multiple Quadruped Robots
    Liu, Kaige
    Dong, Lijing
    Tan, Xin
    Zhang, Wentao
    Zhu, Lijun
    [J]. IEEE ROBOTICS AND AUTOMATION LETTERS, 2024, 9 (02): : 1929 - 1936
  • [3] An MPC-based reference governor approach for offset-free control of constrained linear systems
    Aghaei, Shahram
    Sheikholeslam, Farid
    Farina, Marcello
    Scattolini, Riccardo
    [J]. INTERNATIONAL JOURNAL OF CONTROL, 2013, 86 (09) : 1534 - 1539
  • [4] MPC-based control strategy of a neuro-inspired quadruped robot
    Arena, Paolo
    Sueri, Pierfrancesco
    Taffara, Salvatore
    Patane, Luca
    [J]. 2021 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2021,
  • [5] Real-time implementation of an explicit MPC-based reference governor for control of a magnetic levitation system
    Klauco, Martin
    Kaluz, Martin
    Kvasnica, Michal
    [J]. CONTROL ENGINEERING PRACTICE, 2017, 60 : 99 - 105
  • [6] MPC-based anti-sway control of tethered space robots
    Meng, Zhongjie
    Wang, Bingheng
    Huang, Panfeng
    [J]. ACTA ASTRONAUTICA, 2018, 152 : 146 - 162
  • [7] Control of a boiler-turbine unit using MPC-based reference governors
    Klauco, Martin
    Kvasnica, Michal
    [J]. APPLIED THERMAL ENGINEERING, 2017, 110 : 1437 - 1447
  • [8] MPC-Based Hierarchical Task Space Control of Underactuated and Constrained Robots for Execution of Multiple Tasks
    Lee, Jaemin
    Bang, Seung Hyeon
    Bakolas, Efstathios
    Sentis, Luis
    [J]. 2020 59TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2020, : 5942 - 5949
  • [9] A Tracking Control Approach With Sequence-Scaling Lyapunov-Based MPC for Quadruped Robots
    Nie, Yingxuan
    Yuan, Quan
    Li, Xiang
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 20 (09) : 10728 - 10737
  • [10] Robust Data-driven TS MPC-based Reference Governor for an Autonomous Racing Vehicle Considering Battery State of Charge
    Samada, Sergio E.
    Puig, Vicenc
    Nejjari, Fatiha
    [J]. 2023 EUROPEAN CONTROL CONFERENCE, ECC, 2023,