利用位置信息的目标航迹质量实时评估方法

Real-Time Evaluation Method of Target Track Quality Using Location Information

  • 摘要: 目标航迹质量评估属多指标评估问题,包括目标状态的精确性和连续性等指标,但是现有评估指标不适用于目标航迹质量的实时评估。此外,在航迹质量综合评估中,各指标加权系数直接由经验给定,缺乏理论依据。针对上述问题,该文提出了一种基于位置信息的目标航迹质量实时评估方法。该方法首先根据目标位置信息,建立目标航迹质量实时评估指标体系,给出评估指标的递推计算方法,然后基于层次分析法确定评估指标加权系数,最后利用加权求和方式,实现目标航迹的综合质量评估。基于仿真数据的实验结果验证了该方法的有效性。

     

    Abstract: Target track quality evaluation is a problem of multi-index evaluations, including the accuracy and continuity of the target state. The present evaluation indexes are not applicable to the real-time evaluation of the target track quality. Furthermore, in the comprehensive evaluation of track quality, weighted coefficients of each index are directly given by experience and thereby lack theoretical basis. To solve the problems above, a real-time evaluation method of target track quality based on location information is proposed. Firstly, a real-time evaluation index system of target track quality is established according to target location information, and the recursive calculation method of the evaluation index is given. Then, the weighted coefficients of evaluation index are determined based on the analytic hierarchy process. Finally, the method of weighted summation is used to evaluate the comprehensive quality of the target track. The experimental results based on simulation data proved the effectiveness of the proposed method.

     

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