Flexible control and trajectory planning of medical two-arm surgical robot

被引:0
|
作者
Xie, Yanchun [1 ]
Zhao, Xue [2 ]
Jiang, Yang [3 ]
Wu, Yao [3 ]
Yu, Hailong [1 ]
机构
[1] Gen Hosp Northern Theater Command, Dept Orthoped, Shenyang, Peoples R China
[2] Benedictine Univ, Daniel L Goodwin Coll Business, Chicago, IL USA
[3] Northeastern Univ, Fac Robot Sci & Engn, Shenyang, Peoples R China
来源
FRONTIERS IN NEUROROBOTICS | 2024年 / 18卷
关键词
medical two-arm robot; momentum observer; motion control; trajectory planning; FKP; IMPEDANCE CONTROL; COLLISION DETECTION; SPACE ROBOTS; ARM; MANIPULATOR; APPENDAGES;
D O I
10.3389/fnbot.2024.1451055
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper introduces the flexible control and trajectory planning medical two-arm surgical robots, and employs effective collision detection methods to ensure the safety and precision during tasks. Firstly, the DH method is employed to establish relative rotation matrices between coordinate systems, determining the relative relationships of each joint link. A neural network based on a multilayer perceptron is proposed to solve FKP problem in real time. Secondly, a universal interpolator based on Non-Uniform Rational B-Splines (NURBS) is developed, capable of handling any geometric shape to ensure smooth and flexible motion trajectories. Finally, we developed a generalized momentum observer to detect external collisions, eliminating the need for external sensors and thereby reducing mechanical complexity and cost. The experiments verify the effectiveness of the kinematics solution and trajectory planning, demonstrating that the improved momentum torque observer can significantly reduce system overshoot, enabling the two-arm surgical robot to perform precise and safe surgical tasks under algorithmic guidance.
引用
收藏
页数:14
相关论文
共 50 条
  • [31] Base attitude disturbance minimizing trajectory planning for a dual-arm space robot
    Zhou, Qing
    Liu, Xiaofeng
    Cai, Guoping
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING, 2022, 236 (04) : 704 - 721
  • [32] Cubic spline trajectory planning and vibration suppression of semiconductor wafer transfer robot arm
    Aribowo, Wisnu
    Terashima, Kazuhiko
    International Journal of Automation Technology, 2014, 8 (02) : 265 - 274
  • [33] Trajectory planning and motion control of full-row seedling pick-up arm
    Ren, Ling
    Wang, Ning
    Cao, Weibin
    Li, Jiangquan
    Ye, Xingchen
    INTERNATIONAL JOURNAL OF AGRICULTURAL AND BIOLOGICAL ENGINEERING, 2020, 13 (03) : 41 - 51
  • [34] Effect of Trajectory Planning on Dynamic Response of Micro-Robot for Surgical Application
    Al-Tabey, Wael A.
    SELECTED TOPICS IN SYSTEM SCIENCE AND SIMULATION IN ENGINEERING, 2010, : 90 - +
  • [35] Control Design of a Vibrating Flexible Timoshenko Robot Arm with Restricted Input
    Zhang, Jianing
    Ma, Yonghao
    Zhao, Zhijia
    He, Xiuyu
    2018 3RD IEEE INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS AND MECHATRONICS (IEEE ICARM), 2018, : 213 - 218
  • [36] Human-robot shared control for humanoid manipulator trajectory planning
    Zhu, Yuanchao
    Yang, Canjun
    Wei, Qianxiao
    Wu, Xin
    Yang, Wei
    INDUSTRIAL ROBOT-THE INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH AND APPLICATION, 2020, 47 (03): : 395 - 407
  • [37] Robot Welding Trajectory Planning and High Frequency Control for Curved Seams
    Wu C.
    Zhao S.
    Lei T.
    Zhongguo Jixie Gongcheng/China Mechanical Engineering, 2023, 34 (14): : 1723 - 1728
  • [38] SCARA Robot Control System Design and Trajectory Planning: A Case Study
    Chen, Guangfeng
    Yang, Yi
    Zhai, Linlin
    Zou, Kun
    Yang, Yanzhu
    ADVANCES IN ELECTRICAL ENGINEERING AND AUTOMATION, 2012, 139 : 171 - 176
  • [39] Modelling, Trajectory Planning and Control of a Quadruped Robot Using Matla® /Simulink™
    Oliveira, Italo
    Barbosa, Ramiro
    Silva, Manuel
    ROBOT 2017: THIRD IBERIAN ROBOTICS CONFERENCE, VOL 2, 2018, 694 : 756 - 767
  • [40] Trajectory Planning and Tracking Control for LED Placement Spray Wax Robot
    Wang Zuoxun
    Xu De
    Li Lin
    Zhang Yingchun
    2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 8058 - 8063