Title of article
Development of a Robotic Catheter Manipulation System Basedon BP Neural Network PID Controller
Author/Authors
Ma, Xu Tianjin Key Laboratory for Control Theory & Applications in Complicated Industry Systems - College of Electrical andElectronic Engineering - Tianjin University of Technology, Tianjin, China , Zhou, Jinpeng Tianjin Key Laboratory for Control Theory & Applications in Complicated Industry Systems - College of Electrical andElectronic Engineering - Tianjin University of Technology, Tianjin, China , Zhang, Xu Tianjin Key Laboratory of High Speed Cutting and Precision Machining - School of Mechanical Engineering - Tianjin University of Technology and Education, Tianjin, China , Zhou, Qi Tianjin Key Laboratory of High Speed Cutting and Precision Machining - School of Mechanical Engineering - Tianjin University of Technology and Education, Tianjin, China
Pages
10
From page
1
To page
10
Abstract
In the process of artificial interventional therapy, the operation of artificial catheter is not accurate, which will bring strong radiationdamage to surgeons. The purpose of this study is to develop a catheter operating system of surgical robot to assist doctors in remote operation and avoid the influence of radiation. BP neural network plays an important role in the flexibility and rapidity of control.According to the actual output of the system, the control parameters of the controller are constantly adjusted to achieve better out put effect. This paper introduces the practical application of BP neural network PID controller in the remote operation of the system and compares with the traditional PID controller. The results show that the new control algorithm is feasible and effective. The results show that the synchronization performance of BP neural network PID controller is better than that of traditional PID controller
Farsi abstract
فاقد چكيده فارسي
Keywords
no keywords
Journal title
Applied Bionics and Biomechanics
Serial Year
2020
Full Text URL
Record number
2605322
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