首页> 外文会议>Soft Computing and Pattern Recognition, 2009. SOCPAR '09 >PSO-Based Optimization of State Feedback Tracking Controller for a Flexible Link Manipulator
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PSO-Based Optimization of State Feedback Tracking Controller for a Flexible Link Manipulator

机译:基于PSO的柔性链接机械臂状态反馈跟踪控制器优化

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In this paper, state feedback control design for tracking control of a flexible link manipulator is considered. The computation of state feedback control gains is conventionally handled by pole placement method or LQR method via Riccati equation. Unfortunately, they still possess trial-and-error approach in choosing their parameters. Particularly, choosing elements of Q and R matrices in the state feedback control design using LQR method has to be done by trial. Therefore, an intelligent method to resolve this problem is proposed by adopting PSO-based optimization. Experimental work is carried out to evaluate effectiveness of the proposed method.
机译:在本文中,考虑了用于柔性链接机械手的跟踪控制的状态反馈控制设计。状态反馈控制增益的计算通常通过极点放置方法或通过Riccati方程的LQR方法处理。不幸的是,他们在选择参数时仍然采用反复试验的方法。特别地,在使用LQR方法的状态反馈控制设计中选择Q和R矩阵的元素必须通过试验来完成。因此,提出了一种基于PSO的优化方法来解决该问题。实验工作进行以评估该方法的有效性。

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