Modeling and control of tissue compression and temperature for automation in robot-assisted surgery.

Utkarsh Sinha, Baichun Li, Ganesh Sankaranarayanan
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引用次数: 4

Abstract

Robotic surgery is being used widely due to its various benefits that includes reduced patient trauma and increased dexterity and ergonomics for the operating surgeon. Making the whole or part of the surgical procedure autonomous increases patient safety and will enable the robotic surgery platform to be used in telesurgery. In this work, an Electrosurgery procedure that involves tissue compression and application of heat such as the coaptic vessel closure has been automated. A MIMO nonlinear model characterizing the tissue stiffness and conductance under compression was feedback linearized and tuned PID controllers were used to control the system to achieve both the displacement and temperature constraints. A reference input for both the constraints were chosen as a ramp and hold trajectory which reflect the real constraints that exist in an actual surgical procedure. Our simulations showed that the controllers successfully tracked the reference trajectories with minimal deviation and in finite time horizon. The MIMO system with controllers developed in this work can be used to drive a surgical robot autonomously and perform electrosurgical procedures such as coaptic vessel closures.

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机器人辅助手术中组织压缩和温度自动化的建模和控制。
机器人手术被广泛使用,因为它有各种好处,包括减少病人的创伤,增加手术医生的灵活性和人体工程学。使整个或部分手术过程自动化可以提高患者的安全性,并使机器人手术平台能够用于远程手术。在这项工作中,涉及组织压缩和热应用的电外科手术过程,如涂层血管闭合已经自动化。通过反馈线性化组织刚度和电导的MIMO非线性模型,采用自整定PID控制器对系统进行控制,同时实现位移和温度约束。两个约束的参考输入被选择为斜坡和保持轨迹,这反映了实际手术过程中存在的实际约束。仿真结果表明,该控制器成功地在有限的时间范围内以最小的偏差跟踪了参考轨迹。在这项工作中开发的带有控制器的MIMO系统可用于自主驱动外科手术机器人,并执行电外科手术,如闭合涂层血管。
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