Novel Interaction Control in Adolescent Idiopathic Scoliosis Treatment Using a Robotic Brace

Farhad Farhadiyadkuri, Xuping Zhang
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Abstract

Abstract Adolescent Idiopathic Scoliosis (AIS) may affect the quality of the patient’s life if it is left untreated. Bracing is prescribed to halt or reduce the curvature progression and avoid surgery. However, the in-brace correction pressure remains unclear, and it is controlled passively by tightening/losing the brace’s strap. Computational modeling has recently attracted researchers’ attention to predict and optimize the AIS bracing treatment. In this paper, a Multi Body-Finite Element (MB-FE) Simscape model and an analytical model of the AIS bracing treatment are created. The MB-FE Simscape model is used to predict the in-brace correction pressure. Furthermore, a Novel Position-based Impedance Control (NPIC) is proposed to control the dynamic interaction between the robotic brace and torso. In this method, the error between the desired and estimated impedance parameters is involved in the controller design to improve the performance of the typical PIC in terms of pose tracking and impedance model tracking. In-vivo data from the literature and numerical simulations are used to validate the MB-FE Simscape model and analytical model. The performance of the proposed controller is verified using numerical simulations in terms of pose tracking and impedance model tracking.
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使用机器人支架治疗青少年特发性脊柱侧凸的新型相互作用控制
青少年特发性脊柱侧凸(AIS)如果不及时治疗,可能会影响患者的生活质量。支具用于阻止或减少弯曲的进展,避免手术。然而,支架内矫正压力仍然不清楚,它是通过收紧/失去支架带被动控制的。计算建模预测和优化AIS支具治疗是近年来研究人员关注的问题。本文建立了AIS支撑处理的多体有限元(MB-FE)模拟模型和解析模型。采用MB-FE Simscape模型预测支撑内修正压力。此外,提出了一种新的基于位置的阻抗控制(NPIC)来控制机器人支架与躯干之间的动态交互。该方法将期望阻抗参数与估计阻抗参数之间的误差引入到控制器设计中,以提高典型PIC在姿态跟踪和阻抗模型跟踪方面的性能。文献中的体内数据和数值模拟用于验证MB-FE Simscape模型和分析模型。通过姿态跟踪和阻抗模型跟踪的数值仿真验证了所提控制器的性能。
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