| 基于遗传粒子群的多传感器目标分配算法 |
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| 引用本文： | 杨啸天,冯金富,冯媛,冯国强.基于遗传粒子群的多传感器目标分配算法[J].电光与控制,2011,18(3):5-8. |
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| 作者姓名： | 杨啸天 冯金富 冯媛 冯国强 |
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| 作者单位： | 杨啸天,冯金富,冯国强,YANG Xiaotian,FENG Jinfu,FENG Guoqiang(空军工程大学,工程学院,西安710038);冯媛,FENG Yuan(空军工程大学,科研部,西安710051) |
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| 基金项目： | 国家"八六三"高技术计划基金资助 |
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| 摘 要： | 针对空基平台多传感器的特点,分析了多传感器目标分配在空基平台信息融合系统中的重要意义以及当前分配算法存在的问题.提出了考虑目标优先等级和传感器协同能力的传感器目标分配的数学模型.针对目标分配的NP问题,建立了遗传粒子群算法模型,并进行了仿真.仿真结果表明,遗传粒子群算法能有效实现传感器资源对目标的分配,并且具有较高的稳...
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| 关 键 词： | 传感器管理 目标分配 遗传算法 粒子群算法 |
A Multi-Sensor Target Assignment Algorithm Based on Genetic Particle Swarm Optimization |
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| YANG Xiaotian,FENG Jinfu,FENG Yuan,FENG Guoqiang.A Multi-Sensor Target Assignment Algorithm Based on Genetic Particle Swarm Optimization[J].Electronics Optics & Control,2011,18(3):5-8. |
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| Authors: | YANG Xiaotian FENG Jinfu FENG Yuan FENG Guoqiang |
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| Affiliation: | YANG Xiaotiana,FENG Jinfua,FENG Yuanb,FENG Guoqianga(Air Force Engineering University,a.Engineering Institute,Xi'an 710038,b.Research and Development Section,Xi'an 710051,China) |
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| Abstract: | According to the feature of airborne mobile platforms with multiple sensors,the significance of multi-sensor target assignment in fusion system of airborne mobile platforms was introduced.Then the shortages of current assignment algorithm were analyzed.A mathematical model of the sensor distribution was established with consideration of priority of target and cooperation of sensors.Then the model based on genetic particle swarm optimization algorithm was built up.Simulation was made and the result showed th... |
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| Keywords: | sensor management target assignment genetic algorithm particle swarm optimization |
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