| 基于矩阵遗传的传感器管理算法 |
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| 引用本文： | 徐瑞阳,冯新喜. 基于矩阵遗传的传感器管理算法[J]. 现代雷达, 2016, 0(1): 42-46 |
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| 作者姓名： | 徐瑞阳 冯新喜 |
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| 作者单位： | 空军工程大学 信息与导航学院;空军工程大学 信息与导航学院 |
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| 基金项目： | 国家博士后基金资助项目 |
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| 摘 要： | 针对传感器分配过程中出现的组合爆炸问题，以传感器管理中的分配矩阵作为种群中的个体，分配矩阵中的元素作为基因进行遗传，提出了一种基于矩阵遗传的传感器管理算法。仿真结果表明，采用矩阵遗传的传感器管理算法可以较好地解决传感器分配中的组合爆炸问题，可以使多传感器多目标跟踪取得较好的效果。
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| 关 键 词： | 传感器管理；多传感器多目标跟踪；矩阵遗传算法；组合优化 |
Sensor Management Algorithm Based on Matrix Genetic Algorithm |
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| XU Ruiyang and FENG Xinxi. Sensor Management Algorithm Based on Matrix Genetic Algorithm[J]. Modern Radar, 2016, 0(1): 42-46 |
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| Authors: | XU Ruiyang and FENG Xinxi |
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| Affiliation: | Institute of Information and Navigation, Air Force Engineering University;Institute of Information and Navigation, Air Force Engineering University |
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| Abstract: | To solve the combinatorial explosion problem during sensor assignment, a sensor management algorithm based on matrix genetic algorithm is proposed. The algorithm adopts assignment matrix as individual of the species and the elements in the matrix as genetics. Simulation results show that this sensor management algorithm perform well in solving the combinatorial problem and can achieve a good performance in multi-sensor multi-target tracking. |
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| Keywords: | sensor management multi-sensor-multi target tracking matrix genetic algorithm combinatorial optimize |
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