CONVERGENCE_ANALYSIS

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Parameter estimation for dual-rate sampled Hammerstein systems with dead-zone nonlinearity被引量：1
《Journal of Systems Engineering and Electronics》2020年第1期185-193,共9页WANG Hongwei CHEN Yuxiao 
supported by the National Natural Science Foundation of China(61863034)
The identification of nonlinear systems with multiple sampled rates is a difficult task.The motivation of our paper is to study the parameter estimation problem of Hammerstein systems with dead-zone characteristics by...
关键词：dual-rate sampled data dead-zone nonlinearity Hammerstein model system identification convergence analysis 
Stochastic convergence analysis of cubature Kalman filter with intermittent observations被引量：6
《Journal of Systems Engineering and Electronics》2018年第4期823-833,共11页SHI Jie QI Guoqing LI Yinya SHENG Andong 
supported by the National Natural Science Foundation of China(61104186;61273076)
The stochastic convergence of the cubature Kalmanfilter with intermittent observations （CKFI） for general nonlinearstochastic systems is investigated. The Bernoulli distributed ran-dom variable is employed to descri...
关键词：cubature Kalman filter （CKF） intermittent observation estimation error stochastic stability. 
Theoretical convergence analysis of complex Gaussian kernel LMS algorithm
《Journal of Systems Engineering and Electronics》2016年第1期39-50,共12页Wei Gao Jianguo Huang Jing Han Qunfei Zhang 
supported by the National Natural Science Foundation of China(61001153;61271415;61401499;61531015);the Fundamental Research Funds for the Central Universities(3102014JCQ01010;3102014ZD0041);the Opening Research Foundation of State Key Laboratory of Underwater Information Processing and Control(9140C231002130C23085)
With the vigorous expansion of nonlinear adaptive filtering with real-valued kernel functions,its counterpart complex kernel adaptive filtering algorithms were also sequentially proposed to solve the complex-valued no...
关键词：nonlinear adaptive filtering complex Gaussian kernel convergence analysis non-circular data kernel least mean square（KLMS）. 
Identification of multiple inputs single output errors-in-variables system using cumulant被引量：1
《Journal of Systems Engineering and Electronics》2014年第6期921-933,共13页Haihui Long Jiankang Zhao 
supported by the National High Technology Researchand Development Program of China(863 Program)(2012AA121602);the Preliminary Research Program of the General Armament Department of China(51322050202)
A higher-order cumulant-based weighted least square（HOCWLS） and a higher-order cumulant-based iterative least square（HOCILS） are derived for multiple inputs single output（MISO） errors-in-variables（EIV） systems...
关键词：parameter estimation multiple input systems recur-sive identification higher-order cumulant convergence analysis 
Multi-agent consensus with time-varying delays and switching topologies被引量：3
《Journal of Systems Engineering and Electronics》2014年第3期489-495,共7页Jia Wei Huajing Fang 
supported by the National Natural Science Foundation of China(60874053;61034006)
The consensus problems of multi-agents with time-varying delays and switching topologies are studied. First, assume that an agent receives state information from its neighbors with fixed communication delays and proce...
关键词：CONSENSUS multi-agent system time-varying delay switching topology convergence analysis. 
On the direct searches for non-smooth stochastic optimization problems
《Journal of Systems Engineering and Electronics》2009年第4期889-898,共10页Huang Tianyun 
supported by the Key Foundation of Southwest University for Nationalities(09NZD001).
Many difficult engineering problems cannot be solved by the conventional optimization techniques in practice. Direct searches that need no recourse to explicit derivatives are revived and become popular since the new ...
关键词：non-linear programming non-smooth optimization stochastic simulation direct searches positive spanning set convergence analysis pattern selection. 
Asymptotic Analysis of Estimated Cyclic Cross-Correlation Function Between Stationary and Cyclostationary Processes
《Journal of Systems Engineering and Electronics》2003年第3期87-91,共5页黄知涛 王炜华 周一宇 姜文利 
The cyclic cross-correlation between a stationary process and a cyclostationary process at cycle frequency α(≠ 0)is identically zero under an ideal condition, which indicates that a cyclic cross-correlation method p...
关键词：CYCLOSTATIONARITY Cyclic cross-correlation Convergence analysis. 
A Mathematical Model of Real-Time Simulation and the Convergence Analysis on Real-Time Runge-Kutta Algorithms被引量：1
《Journal of Systems Engineering and Electronics》1991年第1期129-139,共11页Song Xiaoqiu, Li Bohu, Liu Degui, Yuan ZhaodingBeijing Institute of Computer Application and Simulation Technology, P. O. Box 142-213, Beijing 100854, China 
In this paper, a mathematical model of real-time simulation is given, and the problem of convergence on real-time Runge-Kutta algorithms is analysed. At last a theorem on the relation between the order of compensation...
关键词：Real-time simulation Runge-Kutta algorithm Convergence analysis. 
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