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陈上上, 关轶峰, 于萍, 李骥, 张晓文. 基于粒子群优化的月球陨石坑探测轨迹规划[J]. 深空探测学报(中英文), 2020, 7(3): 271-277. DOI: 10.15982/j.issn.2095-7777.2020.20191031007
引用本文: 陈上上, 关轶峰, 于萍, 李骥, 张晓文. 基于粒子群优化的月球陨石坑探测轨迹规划[J]. 深空探测学报(中英文), 2020, 7(3): 271-277. DOI: 10.15982/j.issn.2095-7777.2020.20191031007
CHEN Shangshang, GUAN Yifeng, YU Ping, LI Ji, ZHANG Xiaowen. Trajectory Planning for Lunar Crater Exploration Based on Particle Swarm Optimization[J]. Journal of Deep Space Exploration, 2020, 7(3): 271-277. DOI: 10.15982/j.issn.2095-7777.2020.20191031007
Citation: CHEN Shangshang, GUAN Yifeng, YU Ping, LI Ji, ZHANG Xiaowen. Trajectory Planning for Lunar Crater Exploration Based on Particle Swarm Optimization[J]. Journal of Deep Space Exploration, 2020, 7(3): 271-277. DOI: 10.15982/j.issn.2095-7777.2020.20191031007

基于粒子群优化的月球陨石坑探测轨迹规划

Trajectory Planning for Lunar Crater Exploration Based on Particle Swarm Optimization

  • 摘要: 针对月球陨石坑探测问题,提出一种基于粒子群算法的在线轨迹规划方法。该方法首次把飞行轨迹划分为垂直上升段、程序转弯段、无动力滑行段、接近段、缓速下降段5个阶段,根据各段任务特点设计转段条件与控制量形式,在此基础之上使用解析与数值计算得到一种状态快速更新方法,通过选取3个优化参数和2项优化目标,考虑各种约束,采用粒子群算法在线优化得到参考轨迹。该方法不同于一般的轨迹规划,在无动力滑行段和接近段引入制导律,以提高规划效率。仿真结果表明,该方法运算速度快,生成的轨迹适应能力强,有利于提高探测器自主生存能力,非常适合月球陨石坑探测任务。

     

    Abstract: A novel onboard trajectory planning methodology is proposed for lunar crater exploration. For the first time the flight trajectory is divided in to 5 phases: the vertical rise, the single axis rotation, the unpowered gliding, the approach and the vertical descent. According to different characters in these phases, transfer conditions and control modes are designed. Then a new method for state updating is developed in analytical and numerical ways. After that, 3 optimization parameters and 2 optimization objects are chosen. Considering the constraints, the reference trajectory is finally generated by the particle swarm optimization. Different from other planning, the guidance law is introduced during the unpowered gliding and the approach phase to improve optimization efficiency. Numerical simulations show that the methodology proposed is good real-time and the planned trajectory can meet all the requirements, which can improve the autonomous survivability of the explorer and is suitable for the lunar crater exploration.

     

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