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利用反馈神经网络对非线性连续系统进行实时建模 被引量:1
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作者 杨国华 李晓东 《宁夏大学学报(自然科学版)》 CAS 2002年第3期248-251,共4页
利用时变反馈神经网络的概念及二维线性连续 离散型系统的理论给出了非线性连续系统的一种实时建模方法.理论及仿真实验结果均表明,这种实时模型能够任意逼近非线性连续系统.
关键词 非线性连续系统 时变反馈神经网络 训练算法 实时建模方法 数学
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UML statechart based rigorous modeling of real-time system
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作者 赖明志 尤晋元 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2005年第1期74-80,共7页
Rigorous modeling could ensure correctness and could verify a reduced cost in embedded real-time system development for models. Software methods are needed for rigorous modeling of embedded real-time systems. PVS is a... Rigorous modeling could ensure correctness and could verify a reduced cost in embedded real-time system development for models. Software methods are needed for rigorous modeling of embedded real-time systems. PVS is a formal method with precise syntax and semantics defined. System modeled by PVS specification could be verified by tools. Combining the widely used UML with PVS, this paper provides a novel modeling and verification approach for embedded real-time systems. In this approach, we provide 1) a time-extended UML statechart for modeling dynamic behavior of an embedded real-time system; 2) an approach to capture timed automata based semantics from a timed statechart; and 3) an algorithm to generate a finite state model expressed in PVS specification for model checking. The benefits of our approach include flexibility and user friendliness in modeling, extendability in formalization and verification content, and better performance. Time constraints are modeled and verified and is a highlight of this paper. 展开更多
关键词 embedded real-time system UML statechart PVS timed automata model checking
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Modeling of nano piezoelectric actuator based on block matching algorithm with optimal block size 被引量:2
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作者 WEI YangJie WU ChengDong 《Science China(Technological Sciences)》 SCIE EI CAS 2013年第11期2649-2657,共9页
In order to model the hysteresis behavior of a nano piezoelectric actuator(PA)on nano scale in a real time system,a new hysteresis modeling method based on an improved sub-pixel blocking matching algorithm with an opt... In order to model the hysteresis behavior of a nano piezoelectric actuator(PA)on nano scale in a real time system,a new hysteresis modeling method based on an improved sub-pixel blocking matching algorithm with an optimal block size is proposed in this paper.First,Preisach model is introduced to model the hysteresis behavior of a piezoelectric actuator.Then,a real time block matching algorithm is researched and its block size is optimized with a standard object.Finally,experiments are performed with respect to a nanometer movement platform system,and the results show the feasibility and validity of the sub-pixel estimation based block matching algorithm and its application in modeling the hysteresis behavior of PA. 展开更多
关键词 piezoelectric actuator hysteresis modeling optimal block size NANO
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