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Control of under-actuated two-link ROBOT with hybrid LQ-fuzzy controller

机译:用混合LQ-模糊控制器控制欠驱动的两连杆机器人

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This paper presents flexible two-link ROBOT arm control methodology using fuzzy logic controller with state-estimation arrangement. In order to drive the fast and slow subsystems, a singular perturbation scheme has been established, that also reduces spillover effect. The estimation based compensator damps out the noise/ vibration of the complex nonlinear system. Setpoint tracking is achieved by employing fuzzy logic controller (slow-subsystem). The simulation results of hybrid LQ-fuzzy controller provide robustness without increasing the order of the overall system. The proposed control scheme outperforms traditional control approaches such as PD, LQR or LQG solution.
机译:本文提出了具有状态估计装置的模糊逻辑控制器的灵活的两链式机器人手臂控制方法。为了驱动快速子系统和慢速子系统,已经建立了奇异摄动方案,该方案还减小了溢出效应。基于估计的补偿器可消除复杂非线性系统的噪声/振动。通过使用模糊逻辑控制器(慢子系统)来实现设定点跟踪。混合LQ-模糊控制器的仿真结果提供了鲁棒性,而没有增加整个系统的阶数。提出的控制方案优于传统的控制方法,例如PD,LQR或LQG解决方案。

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