| 注册
首页|期刊导航|空军工程大学学报|基于改进粒子群算法的目标航迹模拟及RCS仿真

基于改进粒子群算法的目标航迹模拟及RCS仿真

马艳艳 林强

空军工程大学学报2024,Vol.25Issue(4):58-65,8.
空军工程大学学报2024,Vol.25Issue(4):58-65,8.DOI:10.3969/j.issn.2097-1915.2024.04.009

基于改进粒子群算法的目标航迹模拟及RCS仿真

A Simulation of Target Tracking and RCS Based on Improved Particle Swarm Optimization Algorithm

马艳艳 1林强2

作者信息

  • 1. 空军预警学院防空预警装备系,武汉,430019||93502部队,呼和浩特,010051
  • 2. 空军预警学院防空预警装备系,武汉,430019
  • 折叠

摘要

Abstract

In view of the fidelity issue of moving target tracking simulation and RCS characteristics,a tar-get tracking and RCS simulation method is proposed based on the improved particle swarm algorithm(PSO).Firstly,the basic principle of simulating the tracking of moving targets is analyzed by unmanned aerial vehicles(UAV),the motion model and coupling relationship between UAVs and simulated targets are discussed,and the coupling factors and control quantities are determined.And then,the constraint conditions for simulating the target tracking are analyzed,and the target optimization fitness function is given in consideration of UAV performance and energy consumption,and an optimal control model is es-tablished for simulating the target tracking.To improve the accuracy and practicality of the model solu-tion,the particle swarm optimization algorithm is improved and embedded in the model solution,achie-ving an effective simulation of the target tracking.Finally,based on the simulated target tracking,the an-gle of altitude in simulating flight target is calculated through flight dynamics principles and coordinate system transformation,and the RCS of the simulated flight target is simulated by the electromagnetic cal-culation software.The simulation results show that this method is wide applicable for achieving tracking simulation of moving targets and RCS simulation.

关键词

无人机/雷达目标/运动轨迹/粒子群算法/RCS特性

Key words

UAV/radar target/moving tracking/PSO/RCS characteristics

分类

信息技术与安全科学

引用本文复制引用

马艳艳,林强..基于改进粒子群算法的目标航迹模拟及RCS仿真[J].空军工程大学学报,2024,25(4):58-65,8.

空军工程大学学报

OA北大核心CSTPCD

2097-1915

访问量6
|
下载量0
段落导航相关论文