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基于分支剔除的低轨星座实时传感器调度算法
引用本文:王博,安玮,谢恺,周一宇.基于分支剔除的低轨星座实时传感器调度算法[J].系统工程与电子技术,2010,32(6):1244-1250.
作者姓名:王博  安玮  谢恺  周一宇
作者单位:1. 国防科学技术大学电子科学与工程学院, 湖南 长沙 410073; 2. 中国人民解放军93163部队, 黑龙江 哈尔滨 150223; 3. 解放军炮兵学院军用光电工程教研室, 安徽 合肥 230031
基金项目:中国博士后科学基金,安徽省自然科学基金(090412043)资助课题 
摘    要:针对低轨星座目标连续跟踪的传感器资源调度问题,通过对调度约束因素的分析,提取跟踪精度、资源松弛度和资源分配均衡因子三个优化参数,建立了传感器实时调度模型;并建立长时调度决策树,将标准代价搜索方法和分支剔除技术相结合,提出了一种基于分支剔除的实时传感器调度算法。仿真实验表明,标准代价搜索和分支剔除技术的引入明显降低了调度算法的运算量,尤其对于多目标和大步长的情况,且调度传感器跟踪目标的误差略小于短时调度方法。

关 键 词:低轨星座  调度算法  分支剔除  模型  跟踪

Real-time sensor scheduling algorithm in LEO constellation based on pruning
WANG Bo,AN Wei,XIE Kai,ZHOU Yi-yu.Real-time sensor scheduling algorithm in LEO constellation based on pruning[J].System Engineering and Electronics,2010,32(6):1244-1250.
Authors:WANG Bo  AN Wei  XIE Kai  ZHOU Yi-yu
Institution:1. Coll. of Electronic Science and Engineering, National Univ. of Defense Technology, Changsha 410073, China; 2. Unit 93163 of the PLA, Harbin 150223, China;   ; 3. Military Photoelectricity Engineering T&R Section, Artillery Academy of the PLA, Hefei 230031, China
Abstract:To deal with the sensor resource scheduling in continual object tracking of low earth orbit (LEO) constellation, a real-time sensor scheduling model is established based on three parameters, i.e., tracking precision, resource slack, and equilibrium factor, according to an analysis of the sensor scheduling constraint factors. Furthermore, a non-myopic scheduling decision tree is developed, and combining the uniform cost search and pruning technology, a novel real-time sensor scheduling algorithm based on pruning is proposed. The simulation results indicate that the calculation load of the sensor scheduling algorithm is reduced obviously, especially to the cases of multi-target and longer step length, moreover, the tracking error of the proposed method is slightly lower than the myopic one.
Keywords:low earth orbit constellation  scheduling algorithm  pruning  model  tracking
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