系统仿真学报 ›› 2016, Vol. 28 ›› Issue (4): 920-926.

• 仿真系统与技术 • 上一篇    下一篇

基于预报误差的模型参数辨识仿真研究

吴红权, 赫赤, 张平, 王树恩, 韦宏强, 褚进, 张鹏   

  1. 中国人民解放军63863部队,吉林 白城 137001
  • 收稿日期:2014-09-26 修回日期:2015-04-27 出版日期:2016-04-08 发布日期:2020-07-02
  • 作者简介:吴红权(1976-),男,白族,贵州安顺,硕士,工程师,研究方向为武器系统环境建模仿真试验技术;赫赤(1964-),男,黑龙江勃利,博士,高工,研究方向为常规兵器仿真试验鉴定技术;张平(1965-),男,内蒙兴和,学士,高工,研究方向为射表编拟技术。

Simulation Research on Model Parameter Identification Based on Prediction Error

Wu Hongquan, He Chi, Zhang Ping, Wang Shuen, Wei Hongqiang, Chu Jin, Zhang Peng   

  1. Troops 63863 of PLA, Baicheng 137001, China
  • Received:2014-09-26 Revised:2015-04-27 Online:2016-04-08 Published:2020-07-02

摘要: 在航弹弹道仿真研究过程中,多采用参数微分法对阻力系数这一重要模型参数进行辨识,该方法对原始数据的精度要求较高,易受测试误差干扰,其辨识结果误差偏大甚至辨识过程发散。为解决上述问题,建立了基于预报误差的阻力系数辨识模型,针对某型航弹,以坐标为观测量,进行了模型参数辨识的仿真研究。在不同误差干扰条件下,对比分析了2种模型计算精度。计算结果表明,基于预报误差的阻力系数辨识方法具有计算精度高抗干扰性强,为提高弹道仿真计算精度打下基础。

关键词: 弹道模型, 阻力系数, 预报误差, 仿真计算

Abstract: Parametric differential method is often used to extract resistance coefficient in the process of trajectory simulation research for aerial bomb. The method exists following problems: high precise original data required and influenced by measurement error easily, which would cause serious error in identification result and even lead to the radiation during identification. In order to solve these problems, a method of extracting resistance coefficient based on prediction error was modeled. While coordinate was used as observations, simulation research of model parameter identification was carried out for some bomb. Precision of calculation for two models was calculated and analyzed at different errors and interferences. The calculation results indicate that the method of extracting resistance coefficient based on prediction error has high calculation accuracy and strong anti-interference capacity, which sets a foundation for improving precision of trajectory simulation calculation.

Key words: Ballistic model, resistance coefficient, prediction error, simulation calculation

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