通讯受限情形下非线性随机系统的鲁棒滤波
Robust Filtering For Nonlinear Stochastic Systems With Limited Capacity Channel
本文研究通讯受限情形下非线性随机系统的鲁棒滤波问题。被控对象为一类具有状态时滞 和李普希兹非线性的伊藤随机系统。 系统的测量输出进行对数量化编码处理,然后通过网络发送到滤波器。提出一种新的数学方法,将量化函数转化为有界不确定性来处理,并在此基础上,给出满足误差系统随机稳定且满足H∞ 无穷性能指标的滤波器的设计方法。 最终通过数值算例验证了该方法的有效性。
his paper investigates the H∞ filtering problem for a class of nonlinear stochastic systems over limited capacity channel. The considered plant is described by a class of It^o stochastic time-delay systems with Lipschitz nonlinearities, and the output measurements are subject to logarithmic quantization before being transmitted in the network communication link. A new effective mathematical transformation is proposed to deal with the logarithmic quantization function. A H-infinity filter is designed for the stochastic system under consideration by employing the quantized output measurements. A numerical example is provided to illustrate the effectiveness of the proposed filtering technique in this paper.
张立宪、刘明、高会军、由嘉
通信无线通信
控制理论与控制工程H∞ 滤波随机系统信号量化
ontrol theory and control engineeringH∞ filteringStochastic SystemSignal Quantization
张立宪,刘明,高会军,由嘉.通讯受限情形下非线性随机系统的鲁棒滤波[EB/OL].(2011-01-14)[2025-08-18].http://www.paper.edu.cn/releasepaper/content/201101-735.点此复制
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