基于角度测量信息的移动寻源方法

Mobile Source Finding Method Based on Angle Measurement Information

  • 摘要: 随着放射源在各领域的广泛应用,放射源丢失事件时有发生。针对单个放射源的搜寻问题,提出基于到达角度的粒子滤波寻源方法来提升计算效率,通过粒子集描述放射源位置和强度,把到达角度引入粒子更新过程,根据粒子相对角选择更新粒子,并完成归一化、重采样和自适应更新。建立观测向量集合,每测量1个新的环境观测数据,即可得到当前所有观测向量反映的放射源最优估计位置,并引导搜寻路径向放射源位置靠近,当粒子滤波满足收敛条件时,对粒子进行加权求和,得到放射源最终的估计位置。仿真实验表明,本方法可应用于移动式寻源,相比于已有粒子滤波方法具有更高的工作效率,其探测区域也显著增加。

     

    Abstract: With the widespread use of radioactive sources in various fields, incidents of loss of radioactive sources occur from time to time aiming at the problem of searching for a single radioactive sources, a particle filtering method based on the angle of arrival was proposed to improve the computational efficiency. The particle set was established to describe the position and intensity of the radioactive source, the angle of arrival was introduced into the particle update process, and the updated particles were selected according to the relative angle of the particles. Next, the following steps include: complete normalization, resampling and adaptive update. Establishing an observation vector set, whenever a new environmental observation data is measured, the optimal estimated position of the radioactive source reflected by all the current observation vectors can be obtained, and the search path can be guided closer to the position of the radioactive source, and when the particle filter meets the convergence conditions, the particles are weighted to obtain the final estimated position of the radioactive source. Simulation experiments show that this method can be applied to source seeking on mobile platform, its efficiency is higher than the existing particle filter method, and its detection area also significantly increases.

     

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