Controllability of Delayed Discret Fornasini-Marchesini Model via Quantization and Random Packet Dropouts

IF 2.6 4区 数学 Q2 MATHEMATICAL & COMPUTATIONAL BIOLOGY
Adnen Adnen
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引用次数: 3

Abstract

This research is devoted to Fornasnisi-Marchesini model (FM). More precisely, the investigation of the control problem for the second model discrete-time FM. Random packet dropouts, time delays and quantization are taken into consideration in the feedback control problem simultaneously. Measured signals are quantized before being communicated. A logarithmic quantizer is utilized and quantized signal measurements are handled by a sector bound method. The random packet dropouts are modeled as a Bernoulli process. A control law model which depends on packet dropouts and quantization is formulated. Notably, we lighten the assumptions by using the Schur complement. Besides, both a state feedback controller and an observer-based output feedback controller are designed to ensure corresponding closed-loop systems asymptotically stability. Sufficient conditions on mean square asymptotic stability in terms of LMIs have been obtained. Finally, two numerical example show the feasibility of our theoretical results.
基于量化和随机丢包的延迟离散Fornasini-Marchesini模型的可控性
本研究致力于Fornasnisi-Marchesini模型(FM)。更确切地说,研究了第二模型离散时间调频的控制问题。反馈控制问题同时考虑了随机丢包、时延和量化。测量的信号在被通信之前被量化。使用对数量化器,并且通过扇区定界方法来处理量化的信号测量。随机分组丢弃被建模为伯努利过程。建立了一个依赖于丢包率和量化的控制律模型。值得注意的是,我们通过使用舒尔补码来减轻假设。此外,还设计了状态反馈控制器和基于观测器的输出反馈控制器,以确保相应的闭环系统渐近稳定。得到了LMIs的均方渐近稳定的充分条件。最后,通过两个算例验证了理论结果的可行性。
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来源期刊
Mathematical Modelling of Natural Phenomena
Mathematical Modelling of Natural Phenomena MATHEMATICAL & COMPUTATIONAL BIOLOGY-MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
CiteScore
5.20
自引率
0.00%
发文量
46
审稿时长
6-12 weeks
期刊介绍: The Mathematical Modelling of Natural Phenomena (MMNP) is an international research journal, which publishes top-level original and review papers, short communications and proceedings on mathematical modelling in biology, medicine, chemistry, physics, and other areas. The scope of the journal is devoted to mathematical modelling with sufficiently advanced model, and the works studying mainly the existence and stability of stationary points of ODE systems are not considered. The scope of the journal also includes applied mathematics and mathematical analysis in the context of its applications to the real world problems. The journal is essentially functioning on the basis of topical issues representing active areas of research. Each topical issue has its own editorial board. The authors are invited to submit papers to the announced issues or to suggest new issues. Journal publishes research articles and reviews within the whole field of mathematical modelling, and it will continue to provide information on the latest trends and developments in this ever-expanding subject.
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