首页|最小二乘法在飞机航迹关键点提取中的应用研究

最小二乘法在飞机航迹关键点提取中的应用研究

扫码查看
随着态势感知手段的发展,飞机航迹点的更新频率已经发展到秒(s)级,海量的航迹点数据一方面促进军事应用人员对实时态势的精准掌握,另一方面庞大的冗余数据在存储、分析等方面对军事应用人员提出了不小的挑战。当前数据分析技术日新月异,但鉴于指挥控制系统的特殊性,稳定落地的工程化算法仍比较少。聚焦工程实践中的具体问题,提出了一种基于最小二乘法的飞机航迹关键点提取方法,通过构建迭代判别函数,以分段迭代拟合多项式和极值分析法等常见方法为主,实现快速收敛提取航迹关键点。选取典型航迹进行工程化验证,实验表明,该方法提取的结果既最大限度地代表飞机的运动状态,又尽可能地节约计算存储资源,可以较好用于指挥控制系统的工程化实践。
Research on the Application of Least Square Method in Extracting the Key Points of Flight Path
With the development of situational awareness means,the update frequency of waypoints of aircraft has been developed to the second level.On the one hand,the massive waypoint data pro-motes military application personnel to accurately grasp the real-time situation,on the other hand,mili-tary application personnel have to face such huge redundant data challenges as in storage,analysis and other aspects.As the present data analysis technology develops very fast,as for the specificity of com-mand and control system,there are still few engineering algorithms for stable implementation.The de-tailed problems in the engineering practice are focused on,the extraction method of key points of flight path based on the least square method is proposed.By constructing iterative judgement function,with such common used methods as piecewise iterative fitting polynomials and extreme value analysis,etc,the fast convergence and extraction of the key points of flight path is realized.Finally,the typical flight path is selected for the engineering verification.The experiments show that the extracted results with the proposed method can represent the action state of aircrafts to the maximum extent and can also save the calculation and storage resources as possible as it can and the method can be applied in the engi-neering practice of command and control system better.

flight path of aircraftleast square methodkey pointsextraction

夏淋淋、张斌、张楠楠、陈静

展开 >

军事科学院,北京 100091

飞机航迹 最小二乘法 关键点 提取

2024

火力与指挥控制
火力与指挥控制研究会,火力与指挥控制专业情报网

火力与指挥控制

CSTPCD北大核心
影响因子:0.312
ISSN:1002-0640
年,卷(期):2024.49(4)
  • 12