基于传感器的人体手臂运动与手势复制系统的最优控制

Shajnush Amir, M. Kamal, Mohammad Monir Uddin, K. Salam
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引用次数: 0

摘要

人体手臂运动和手势复制系统的最优控制稳定对于实现系统的期望特性起着至关重要的作用,特别是对于最小化时间延迟以及消除任何不希望的振荡。传统系统在长时间运行后,其输出响应表现出不稳定性。然而,线性二次型调节器(LQR)和状态反馈控制技术可以最优地控制系统并克服这种不稳定性。对两种方法的暂态分析表明,状态反馈方法在达到稳定前存在一定的振荡,但仍能较好地降低系统的不稳定性。另一方面,LQR技术完全消除了由于极点向左半平面移动而引起的系统响应的振荡。因此,LQR是实现最优控制系统的最合适的控制技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal Control of Sensor Based Human Arm Motion and Gesture Replication System
Optimal control stabilization of the Human arm motion and gesture replication system plays a vital role in achieving the desired characteristics of the system, especially, for minimizing the time delay as well as removing any undesired oscillations. The conventional system showed the instability in the output response after operating for a long time. However, Linear Quadratic Regulator (LQR) and State Feedback control techniques have optimally controlled the system and overcome this instability. The transient analysis for both the methods showed that State Feedback method decreased the instability to a fair degree even though some oscillation exists just before reaching stability. On the other hand, LQR technique completely removed the oscillation from the system’s response due to the shifting of poles to the left half plane. Therefore, LQR is the best suited control technique for achieving an optimal controlled system.
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