fractional-order proportional integral derivative (FOPID);
real-time digital simulator;
robot-assisted surgery (RAS);
sliding mode control (SMC);
surgical robot manipulator;
fuzzy;
SLIDING-MODE CONTROL;
TRACKING;
D O I:
10.3390/electronics12030762
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
In the era of digital OTs (operating theatres), the developments in robot-assisted surgery (RAS) can greatly benefit the medical field. RAS is a method of technological advancement that uses robotic articulations to assist in complicated surgeries. Its implementation improves the ability of the specialized doctor to perform surgery to a great extent. The paper addresses the dynamics and control of the highly non-linear 3DOF surgical robot manipulator in the event of external disturbances and uncertainties. The integration of non-linear robust SMC (sliding mode control) with a smoothing mechanism, a FOPID (fractional-order proportional integral derivative) controller, and a fuzzy controller provides a high degree of robustness and minimal chatter. The addition of fuzzy logic to the controller, named intelligent fuzzy-SFOSMC (smoothing fractional order sliding mode controller) improves the system's performance by ruling out the disturbances and uncertainties. The prototype model is developed in a laboratory and its outcomes are validated on OP5600, a real-time digital simulator. Simulation and experimental results of the proposed fuzzy-SFOSMC are compared with conventional controllers, which illustrates the efficacy and superiority of the proposed controller's performance during the typical surgical situations. The proposed fuzzy-SFOSMC outperforms conventional controllers by providing greater precision and robustness to time-varying nonlinear multi-incision trajectories.
机构:
Univ Calif San Diego, Div Plast Surg, San Diego, CA 92103 USAUniv Calif San Diego, Div Plast Surg, San Diego, CA 92103 USA
Hassanein, Aladdin H.
Mailey, Brian A.
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机构:
Univ Calif San Diego, Div Plast Surg, San Diego, CA 92103 USAUniv Calif San Diego, Div Plast Surg, San Diego, CA 92103 USA
Mailey, Brian A.
Dobke, Marek K.
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机构:
Univ Calif San Diego, Div Plast Surg, San Diego, CA 92103 USA
Ulthera Inc, Mesa, AZ USAUniv Calif San Diego, Div Plast Surg, San Diego, CA 92103 USA