A Real-Time Approach for Humanoid Robot Walking including Dynamic Obstacles Avoidance

被引:1
作者
Rossini, Luca [1 ]
Hoffman, Enrico Mingo [1 ,2 ]
Bang, Seung Hyeon [3 ]
Sentis, Luis [3 ,4 ]
Tsagarakis, Nikos G. [1 ]
机构
[1] Humanoid & Human Centered Mech HHCM Lab, Ist Italiano Tecnol IIT, Via Morego 30, I-16163 Genoa, Italy
[2] Univ Lorraine, CNRS, INRIA, LORIA, F-54000 Nancy, France
[3] Univ Texas Austin, Dept Aerosp Engn & Engn Mech, Austin, TX 78712 USA
[4] Co Founder Apptron Inc, 110701 Stonehollow Dr STE 150, Austin, TX 78758 USA
来源
2023 IEEE-RAS 22ND INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS, HUMANOIDS | 2023年
关键词
D O I
10.1109/HUMANOIDS57100.2023.10375191
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 proposes a novel approach to online replan the walking trajectory of a biped humanoid robot to avoid unexpected interactions and impacts with dynamic obstacles that may compromise the balance of the humanoid robot. The proposed method adjusts the position of the contacts of a preplanned global trajectory according to the position of moving obstacles and the robot's dynamic properties. The methodology includes a graph-based footstep planner to generate a footstep sequence aware of possible changes in a dynamic environment, a Model Predictive Controller based on the Single-Rigid Body Dynamics to track the computed footsteps, and a final Whole-Body Control layer to compute proper joint torque commands. Preliminary results using the proposed approach are presented to demonstrate the effectiveness of the proposed framework in simulated scenarios with the DRACO3 humanoid bipedal platform.
引用
收藏
页数:8
相关论文
共 29 条
  • [1] Versatile Locomotion Planning and Control for Humanoid Robots
    Ahn, Junhyeok
    Jorgensen, Steven Jens
    Bang, Seung Hyeon
    Sentis, Luis
    [J]. FRONTIERS IN ROBOTICS AND AI, 2021, 8
  • [2] Control and evaluation of a humanoid robot with rolling contact joints on its lower body
    Bang, Seung Hyeon
    Gonzalez, Carlos
    Ahn, Junhyeok
    Paine, Nicholas
    Sentis, Luis
    [J]. FRONTIERS IN ROBOTICS AND AI, 2023, 10
  • [3] Betts JT, 2010, ADV DES CONTROL, P1, DOI 10.1137/1.9780898718577
  • [4] Calvert D, 2022, IEEE-RAS INT C HUMAN, P24, DOI 10.1109/Humanoids53995.2022.10000120
  • [5] Caron S, 2017, 2017 IEEE-RAS 17TH INTERNATIONAL CONFERENCE ON HUMANOID ROBOTICS (HUMANOIDS), P522, DOI 10.1109/HUMANOIDS.2017.8246922
  • [6] Chestnutt J, 2005, IEEE INT CONF ROBOT, P629
  • [7] Chestnutt J., 2009, IEEE RAS INT C HUM R
  • [8] Dai HK, 2014, IEEE-RAS INT C HUMAN, P295, DOI 10.1109/HUMANOIDS.2014.7041375
  • [9] Di Carlo J, 2018, IEEE INT C INT ROBOT, P7440, DOI 10.1109/IROS.2018.8594448
  • [10] Diehl M, 2006, LECT NOTES CONTR INF, V340, P65