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三站无源定位系统数据关联算法
引用本文:周莉,张维华,何友.三站无源定位系统数据关联算法[J].系统工程,2006,24(4):118-122.
作者姓名:周莉  张维华  何友
作者单位:1. 鲁东大学,数学与信息学院,山东,烟台,264025;海军航空工程学院,信息融合研究所,山东,烟台,264001
2. 烟台职业学院,山东,烟台,264025
3. 海军航空工程学院,信息融合研究所,山东,烟台,264001
基金项目:全国高等学校优秀博士学位论文作者专项基金
摘    要:全局最优量测数据关联算法是无源定位技术中的关键问题。针对三站无源定位系统全局最优数据关联的三维(3-D)分配问题,提出一种新的直接求解算法——启发式消元算法。该算法通过直接对代价矩阵的元素进行启发式消元,得到分配问题的最优解。给出算法相关原理的分析和证明以及算法的具体步骤。并将其应用于三部光电被动传感器多目标无源定位系统两级数据关联算法的第二级关联过程中。对启发式消元算法和求解3一D分配问题的近似最优求解算法——拉格朗日松弛算法的算法复杂性进行了分析对比。理论分析和仿真实验均表明,该算法较适合与两级关联算法联合使用。与拉格朗日松弛算法相比。该算法计算量小。便于实现。是一种新的、有效的全局最优数据关联算法。

关 键 词:分配问题  启发式消元算法  拉格朗日松弛算法  数据关联
文章编号:1001-4098(2006)04-0118-05
收稿时间:2005-12-11
修稿时间:2005-12-11

Data Correlation Algorithm for Three-passive-sensor Location System
ZHOU Li,ZHANG Wei-hua,HE You.Data Correlation Algorithm for Three-passive-sensor Location System[J].Systems Engineering,2006,24(4):118-122.
Authors:ZHOU Li  ZHANG Wei-hua  HE You
Abstract:The global optimal data correlation algorithm is the key problem for the multi-passive-sensor location system.Aiming at the three-dimension(3-D) assignment problem of data correlation for three-passive-sensor location system,this paper presents a new direct solution method-heuristic elimination algorithm.This method obtains the optimal solution by(eliminating) the elements in the correlation cost.The analysis and certification of the relative theory are given,and the concrete process is also described in detail.Furthermore,the new method is used in the second correlation process of the 2-stage correlation algorithm for the 3-passive-sensor multi-target location system.The complexities of both the new algorithm and the Lagrangian relaxation algorithm,which is a suboptimal solution method to solve the 3-D assignment problem,are analyzed and compared. Theory analysis and simulation result show that the heuristic algorithm is more suitable to the 2-stage correlation algorithm.Compared with the Lagrangian relaxation algorithm,this method has less amount of calculation and is easier for us to achieve.So it is a new and valid data correlation algorithm of passive-sensor location system.
Keywords:Assignment Problem  Heuristic Elimination Algorithm  Lagrangian Relaxation Algnrithm  Data Correlation
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