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
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.
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页数:14
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