中国科学院机构知识库网格系统: Research on the identification for a nonlinear system (EI CONFERENCE)

中国科学院机构知识库网格

Chinese Academy of Sciences Institutional Repositories Grid

Research on the identification for a nonlinear system (EI CONFERENCE)

文献类型：会议论文


作者	Liu J.; Jia P.; Liu J.; Liu J.
出版日期	2011
会议名称	International Conference on Optical, Electronic Materials and Applications 2011, OEMA 2011, March 4, 2011 - March 6, 2011
会议地点	Chongqing, China
关键词	The characteristic of the drift error of inertial platform is a high-order nonlinear dynamic system using the neural networks' abilities of universal approximation of differentiable trajectory and capturing system dynamic information this paper presents the drift error identifying project of inertial platform based on Elman networks structure. First the drift error model of inertial platform is established after selecting the input and output for network momentum and alterable speed algorithm is used to speed up the network convergence. On the basis of the algorithm the extended nonlinear node function in the hidden network does not only improve the learning speed of network but also satisfies the need of accuracy on system identification. Through the drift error data measured on inertial platform the training result shows that the scheme achieves satisfied identification results. (2011) Trans Tech Publications.
页码	39-44
收录类别	EI
源URL	[http://ir.ciomp.ac.cn/handle/181722/33334]
专题	长春光学精密机械与物理研究所_中科院长春光机所知识产出_会议论文
推荐引用方式 GB/T 7714	Liu J.,Jia P.,Liu J.,et al. Research on the identification for a nonlinear system (EI CONFERENCE)[C]. 见:International Conference on Optical, Electronic Materials and Applications 2011, OEMA 2011, March 4, 2011 - March 6, 2011. Chongqing, China.

入库方式： OAI收割

来源：长春光学精密机械与物理研究所

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