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ADAPTIVE CLOSED-LOOP CONTROL STRATEGY FOR PARALYZED SKELETAL MUSCLES

机译:瘫痪骨骼肌的自适应闭环控制策略

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Artificial control of paralyzed or paretic muscles became a challenging field and lately an important research topic, stimulated by the advances in technology. In this contribution, classical PI control is compared to the DIRAC (DIRect Adaptive Control) strategy. The DIRAC algorithm is both an auto-tuning and an adaptation method of the controller parameters. Since paralyzed or paretic muscles are time-varying systems, an adaptive/auto-tuning method is necessary for control. Simulations on a muscle model adapted from literature are performed and the controller's performances are compared. Some of the implementation aspects are also discussed.
机译:随着技术的发展,对瘫痪或麻痹性肌肉的人工控制成为一个充满挑战的领域,并且最近成为一个重要的研究课题。在此贡献中,将经典PI控制与DIRAC(DIRect自适应控制)策略进行了比较。 DIRAC算法既是控制器参数的自动调整也是自适应方法。由于麻痹的肌肉或麻痹的肌肉是随时间变化的系统,因此自适应/自动调整方法对于控制是必不可少的。对根据文献改编的肌肉模型进行仿真,并比较控制器的性能。还讨论了一些实现方面。

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