雷达试验评估中的因素作用测算方法及应用

Factor Effect Calculation Method and its Application in Radar Test Evaluation

  • 摘要: 在雷达试验评估过程中,被试雷达存在着多种技术状态,分析研究各类技术状态在特定条件的适应性是雷达试验评估过程中的一项重要工作。针对通常采用单因素调整法分析适应性存在的诸如因素与性能之间关系难以显示描述、精度不高、对技术状态动态变化难以表示等不足,引入“相对效率”的思想,提出了基于DEA的Malmquist指数法的因素作用测算方法,研究了雷达试验评估过程中多种技术状态对特定条件的适应性,在这个过程中将技术状态的动态变化特性同时考虑了进来。本文方法是一种非参数的方法,不需要建立因素与性能之间的关系,根据试验评估问题的实际背景和特点方便地建立模型,计算简单。首先阐述了DEA的Malmquist指数法基本理论,针对雷达试验评估的实际特点详细讨论了方法的计算步骤和技术细节,最后通过实例分析验证了方法的合理性和正确性,给出的结论对实际工作有一定的指导意义。

     

    Abstract: In the process of guidance radar tests evaluation, there are many technical state of radar. It is an important work to analyze the adaptability of various types of technical state under the specific conditions in guidance radar tests evaluation process. Usually, it uses single factor adjusted method to analyze adaptability. But it's hard to describe the relationship between factor and performance and dynamic change of the technical state. Aimed to shortcomings of this method, it introduces an idea of “relative efficiency”, and the factor effect calculation method based on DEA and Malmquist index model is proposed. It studies the adaptability of much technical state to specific conditions in the radar test evaluation process, and taking into account the dynamic change nature of technical state. It is a non-parametric method, and it does not need to establish the relationship between factor and performance. According to the actual background and characteristics of test evaluation problem, this method is easy to model, calculate simply. First, the DEA Malmquist index theory is showed. According to the radar test evaluation actual characteristics, the calculation steps and technical details are discussed. At last, Simulation example analysis validate the rationality and correctness of this method, the conclusions have certain significance to practical work.

     

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