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Adaptive Fuzzy Logic Compensation of Actuator Deadzones

机译:执行器死区的自适应模糊逻辑补偿

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摘要

A deadzone compensator is designed for nonlinear 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 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 excellent performance. It is seen that the extra signal produced by the adaptive FL deadzone compensator can be considered as an adaptive dithering term.
机译:死区补偿器设计为使用模糊逻辑(FL)控制器的非线性系统。 FL系统的分类特性使其成为拒绝死区所引起的错误的自然候选者,死区的死区具有不同的行为。给出了针对FL参数的调整算法,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出色的性能。可以看出,由自适应FL死区补偿器产生的额外信号可以被认为是自适应抖动项。

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