癌症化疗的超扭滑模控制

Bhabani Shankar Dey, M. K. Bera, B. K. Roy
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引用次数: 11

摘要

化疗是治疗癌症患者的有效方法之一。化疗的目标是尽可能地根除癌细胞。化疗的过程包括通过几种方式(口服或静脉注射)将药物输送到患者体内。不同的细胞杀伤假设反映了外源性药物的相互作用、肿瘤体积的生长及其杀伤速率。在这项工作中,考虑了三种细胞杀伤假设。这些是对数消灭假设,诺顿-西蒙假设,$E_{max}$假设受参数和外部扰动。根据临床建议,化疗后肿瘤体积有一个预定义的轨迹。本文设计了一个超扭滑模控制器,以确保在存在参数摄动和外部干扰的情况下,对这三个假设进行精确的轨迹跟踪。仿真结果验证了所提方法的正确性。整个研究工作是在硅环境中进行的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Super Twisting Sliding Mode Control of Cancer Chemotherapy
One of the effective ways of treating cancer patients is Chemotherapy. Chemotherapy targets to eradicate the cancer cells to most possible extent. The process of chemotherapy includes delivery of drugs into patients' body in several ways (either oral or intravenous). The interactions of the external drugs, growth of tumor volume, and their rate of killing are reflected in different cell kill hypotheses. In this work, three cell kill hypotheses are considered. These are log-kill hypothesis, Norton-Simon hypothesis, and $E_{max}$ hypothesis subject to parametric and external perturbations. As per clinical suggestions, there exists a predefined trajectory of tumor volume upon chemotherapy treatment. The paper includes the design of a Super Twisting Sliding Mode Controller in order to ensure the precise trajectory tracking for the three hypotheses despite the presence of parametric perturbations, as well as external disturbances. Simulation results verify the proposed methodology. The entire research work is carried out in a in-sillico environment.
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