高分辨率卫星任务规划技术

第 1 章绪论·······································································································11.1 卫星任务规划问题研究背景及意义························································11.2 卫星任务规划问题研究现状····································································31.2.1 卫星任务规划技术研究现状························································31.2.2 多星任务规划技术研究现状························································61.2.3 测控数传资源调度技术研究现状················································81.2.4 自主任务规划··············································································111.2.5 研究现状总结··············································································15本章参考文献···································································································16第 2 章卫星任务规划问题·············································································252.1 卫星工作过程··························································································252.1.2 业务流程······················································································292.2 卫星任务规划的基本输入输出要素······················································312.2.1 卫星任务规划的基本输入要素··················································312.2.2 卫星任务规划的基本约束条件··················································322.2.3 卫星任务规划的基本输出要素··················································332.3 卫星任务规划问题研究的基本框架······················································342.3.1 问题假设与简化··········································································342.3.2 问题求解过程··············································································352.4 本章小结··································································································36参考文献···········································································································36第 3 章卫星任务规划预处理技术·································································373.1 卫星任务规划预处理需求分析······························································373.1.1 面向地面平台的任务规划预处理需求分析······························373.1.2 面向星上平台的任务规划预处理需求分析······························413.1.3 卫星任务规划预处理问题特性分析··········································423.2 卫星任务规划预处理框架······································································45VI3.2.1 卫星任务规划预处理框架描述··················································453.2.2 时间-姿态的定义 ········································································463.2.3 目标的分解与合成······································································483.2.4 可见时间窗口的计算与处理······················································543.3 面向敏捷卫星的任务处理方法······························································573.3.1 敏捷卫星任务规划预处理主流程··············································573.3.2 敏捷卫星与观测目标的可见性计算··········································573.3.3 实验设计与结果分析··································································593.4 面向大区域普查的任务处理方法··························································623.4.1 基于空间向量的大区域交集求解算法······································623.4.2 实验设计与结果分析··································································673.5 本章小节··································································································71参考文献···········································································································71第 4 章多星一体任务规划技术·····································································734.1 多星一体任务规划问题分析··································································734.1.1 多星一体任务规划需求分析······················································734.1.2 问题特点与难点分析··································································754.1.3 基本假设与数学模型··································································794.2 多星一体任务规划的双层求解框架······················································824.2.1 多星一体任务规划双层求解特性分析······································824.2.2 双层求解规划综合模型······························································854.3 多星任务分配与可调度性预测方法······················································924.3.1 多星任务分配与可调度性预测问题分析··································924.3.2 基于集成神经网络的观测资源任务可调度性预测方法··········934.3.3 实验设计与结果分析··································································994.4 基于知识型学习算法的双层任务规划模型求解································1044.4.1 基于多维知识型遗传算法的双层任务规划模型求解············1044.4.2 实验设计与结果分析································································1124.5 测控数传一体资源调度技术································································1244.5.1 测控数传一体资源调度问题分析············································1244.5.2 测控数传一体资源调度算法····················································1284.5.3 实验设计及结果分析································································1414.6 本章小节······························································································151参考文献·········································································································152VII第 5 章单星任务规划与资源调度技术·······················································1535.1 普查型卫星任务规划技术····································································1535.1.1 普查型卫星任务规划问题特性分析········································1535.1.2 普查星卫星任务规划问题建模与求解····································1595.1.3 普查星卫星任务规划应用实例分析········································1815.2 敏捷详查型卫星任务规划技术····························································1985.2.1 面向动作序列的敏捷卫星任务规划数学模型························1985.2.2 敏捷卫星任务规划的前瞻启发式调度算法····························2035.2.3 实验设计及结果分析································································2115.3 高轨凝视型卫星任务规划技术····························································2175.3.1 高轨凝视卫星任务规划问题特性分析····································2185.3.2 高轨凝视卫星任务规划问题建模与求解································2195.3.3 高轨凝视卫星任务规划应用实例分析····································2265.4 本章小节································································································233参考文献·········································································································234第 6 章卫星动态滚动任务规划技术···························································2356.1 卫星任务规划的动态特性····································································2356.1.1 高分辨率卫星动态观测需求分析············································2356.1.2 卫星动态观测问题描述与特性分析········································2386.2 卫星任务规划的动态滚动模型与求解框架········································2406.2.1 协调控制策略模型····································································2406.2.2 滚动窗口设计及触发条件························································2506.3 卫星动态滚动任务规划算法································································2536.3.1 变邻域搜索算法········································································2536.3.2 实验设计与结果分析································································2616.4 本章小节································································································270参考文献·········································································································270第 7 章卫星自主任务规划技术···································································2717.1 卫星自主任务规划问题分析································································2717.1.1 卫星自主任务规划需求分析····················································2717.1.2 自主协同规划问题描述及协同规划功能分析························2747.1.3 自主协同规划网络结构及协同流程设计································2757.2 单颗卫星自主任务规划算法································································280VIII7.2.1 单颗卫星自主任务规划模型描述············································2807.2.2 单星自主任务规划算法····························································2847.2.3 实验设计及结果分析································································2947.3 多星自主协同策略················································································2997.3.1 多星任务自主协同策略····························································2997.3.2 面向常规目标的目标筛选算法················································3047.3.3 实验设计及结果分析································································3057.4 基于机器学习的多星自主协同策略推荐方法····································3117.4.1 自主协同策略分析····································································3117.4.2 应用场景特征信息分析····························································3127.4.3 实验设计及分析········································································3147.5 本章小节································································································316参考文献·········································································································317第 8 章卫星任务规划系统···········································································3188.1 系统总体框架设计················································································3188.2 系统实现································································································3228.3 本章小结································································································328第 9 章未来展望···························································································3299.1 面向复杂条件和不确定性环境的敏捷卫星调度问题求解算法······3299.2 多载荷协同的多敏捷自主卫星在线协同调度算法····························329