Kinematic Predictive Imaging Technique for Telerobotic Surgery with Time Delay using Model Predictive Control

Jasmeet Singh Ladoiye, D. Necsulescu, J. Sasiadek
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Abstract

Minimum invasive robotic surgery is one of the most desired applications required with the advancement of medical technologies. Surgeons rely on the visual feedback solely from the laparoscopic camera to get the information about the operation to make further decisions. The control gets harder due to the presence of the latency in the network that can make the system unstable. The synchronization between the hand to eye of the surgeon is affected due to random behavior of the latency. In this paper, a novel approach is proposed by using the model predictive control to develop a predictive imaging technique that will provide the surgeon simplified imaging during the condition when delayed perception could occur. The ability of the model predictive control to predict the future will help to handle the randomness of the latency providing a better hand to eye coordination to the surgeon. A comparison is provided with the current techniques showing the effectiveness of the suggested approach.
基于模型预测控制的延迟远程机器人手术的运动预测成像技术
随着医疗技术的进步,微创机器人手术是最理想的应用之一。外科医生完全依靠来自腹腔镜摄像机的视觉反馈来获得有关手术的信息,从而做出进一步的决定。由于网络中存在可能使系统不稳定的延迟,控制变得更加困难。由于延迟的随机行为,外科医生的手与眼之间的同步受到影响。本文提出了一种新的方法,即使用模型预测控制来开发一种预测成像技术,该技术将在可能发生延迟感知的情况下为外科医生提供简化的成像。模型预测控制预测未来的能力将有助于处理延迟的随机性,为外科医生提供更好的手眼协调能力。与当前的技术进行了比较,显示了所建议方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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