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首页> 外文期刊>International Journal of Advanced Robotic Systems >A Quadratic Nonlinear Prediction-Based Heart Motion Model following Control Algorithm in Robotic-Assisted Beating Heart Surgery
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A Quadratic Nonlinear Prediction-Based Heart Motion Model following Control Algorithm in Robotic-Assisted Beating Heart Surgery

机译:机器人心跳手术中基于二次非线性预测的心动模型跟随控制算法

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摘要

Off-pump coronary artery bypass graft surgery outperforms the traditional on-pump surgery because the assisted robotic tools can cancel the relative motion between the beating heart and the robotic tools, which reduces post-surgery complications for patients. The challenge for the robot assisted tool when tracking the beating heart is the abrupt change caused by the nonlinear nature of heart motion and high precision surgery requirements. A characteristic analysis of 3D heart motion data through bi-spectral analysis demonstrates the quadratic nonlinearity in heart motion. Therefore, it is necessary to introduce nonlinear heart motion prediction into the motion tracking control procedures. In this paper, the heart motion tracking problem is transformed into a heart motion model following problem by including the adaptive heart motion model into the controller. Moreover, the model following algorithm with the nonlinear heart motion model embedded inside provides more accurate future reference by the quadrat...
机译:体外循环冠状动脉搭桥手术优于传统的体外循环手术,因为辅助机器人工具可以消除跳动的心脏和机器人工具之间的相对运动,从而减少了患者的手术后并发症。跟踪跳动的心脏时,机器人辅助工具面临的挑战是心脏运动的非线性性质和高精度手术要求引起的突变。通过双光谱分析对3D心脏运动数据进行的特征分析表明,心脏运动具有二次非线性。因此,有必要将非线性心脏运动预测引入运动跟踪控制程序。在本文中,通过将自适应心脏运动模型包含在控制器中,将心脏运动跟踪问题转化为跟随问题的心脏运动模型。此外,内置有非线性心脏运动模型的模型跟随算法通过二次方可以提供更准确的未来参考。

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