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Deadzone compensation in discrete time using adaptive fuzzy logic

机译:使用自适应模糊逻辑的离散时间死区补偿

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A deadzone compensator inverse approach is designed for control of nonlinear discrete-time systems using a fuzzy logic (FL) controller. The classification property of FL systems makes them a natural candidate for the rejection of errors induced by the deadzone, which has regions in which it behaves differently. A discrete-time tuning algorithm is given for the FL parameters so that the deadzone compensation scheme becomes adaptive, guaranteeing small tracking errors and bounded parameter estimates. A rigorous proof of stability and performance is given and a simulation example verifies performance. Unlike standard discrete-time adaptive control techniques, no certainty equivalence assumption is needed.
机译:死区补偿器逆方法设计为使用模糊逻辑(FL)控制器控制非线性离散时间系统。 FL系统的分类特性使其成为拒绝由死区引起的错误的自然候选者,死区的死区在行为上有所不同。针对FL参数给出了离散时间调整算法,以使死区补偿方案具有自适应性,从而保证了较小的跟踪误差和有界参数估计。给出了稳定性和性能的严格证明,并通过仿真示例验证了性能。与标准离散时间自适应控制技术不同,不需要确定等价性假设。

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