周期输出反馈控制器对癌症治疗的优化

R. Anisha Selva Kala, D. J. Auxillia
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引用次数: 1

摘要

热疗控制器的主要目标是实现并维持肿瘤内≥43°C的理想温度,同时将肿瘤外的温度限制在安全水平≤41°C,基线温度为37°C,持续时间为30-60分钟(3600秒)。利用Pennes生物传热方程建立了组织的热模型,并用有限差分法求解。扫描聚焦超声换能器用于加热肿瘤。超声热疗控制器的目的是达到理想的肿瘤温度,最佳上升时间为360秒,快速稳定时间小于720秒,振荡小。为此,提出了一种周期输出反馈(POF)控制器,它是一种多速率输出反馈(MROF)技术。这种控制算法要求系统是完全可控和可观察的,即使在存在不可测干扰的情况下也能给出期望的性能。在组织的一维模型上测试了周期输出反馈控制器的性能。利用性能指标最小化,减少了采样间振荡和控制工作量。模拟是通过改变肿瘤大小和热导率来完成的。
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Periodic output feedback controller for cancer treatment with optimization
The primary goal of hyperthermia controller is to achieve and maintain desired temperatures of ≥43°C within the tumor while limiting temperatures outside the tumor to safe levels ≤41°C from a baseline temperature of 37°C for a time duration of 30–60 minutes (3600 secs). The thermal model of the tissue is obtained by Pennes' bio-heat transfer equation and solved using finite difference method. A scanned focused ultrasound transducer is used to heat the tumor. The purpose of the controller for ultrasound hyperthermia treatment is to achieve the desired tumor temperature with an optimal rise time of 360 sec, a fast settling time of less than 720 sec with small oscillations. Therefore a Periodic Output Feedback (POF) Controller which is a type of multi-rate output feedback (MROF) technique is proposed. This control algorithm needs the system to be completely controllable and observable and can give the desired performance even in the presence of unmeasured disturbances. The performance of the periodic output feedback controller is tested on the 1-D model of the tissue. Using performance index minimization, the inter-sampling oscillations and the control efforts are reduced. Simulations are done by varying tumor size and thermal conductivity.
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