一种量化故障估计的有限频率方法

Zhi-Yong Mei, Weiwei Che
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引用次数: 0

摘要

研究了信号量化的网络控制系统故障估计问题。在对数量化的基础上,利用近年来发展起来的广义卡尔曼-雅库博维奇-波波夫引理(GKYP),提出了有限频域的量化故障估计滤波器设计问题。采用扇区界法对量化测量信号进行处理,将量化误差视为扇区界不确定性。给出了基于lmi的量化滤波器设计条件,使残差与故障之间的误差尽可能小,尽管存在扰动效应和量化误差。最后通过一个算例说明了该方法的有效性。
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A finite frequency approach to quantized fault estimations
The fault estimations problem for networked control systems with signal quantization is considered. With the logarithmic quantizer consideration, the recently developed Generalized Kalman-Yakubovich-Popov (GKYP) Lemma is exploited to formulate the quantized fault estimation filter design problem in finite frequency domain. The quantzied measurement signals are dealt with by utilizing the sector bound method, in which the quantization error is treated as sector-bounded uncertainty. LMI-based conditions are given to design the quantized filter to make the error between residual and fault as small as possible despite of the disturbance effects and quantization errors. And a numerical example is given to illustrate the effectiveness of the proposed method.
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