| 传感器管理技术研究现状与展望 |
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| 引用本文： | 丁春山.传感器管理技术研究现状与展望[J].系统工程与电子技术,2020,42(12):2761-2770. |
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| 作者姓名： | 丁春山 |
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| 作者单位： | 1. 东南大学信息科学与工程学院, 江苏 南京2100962. 江苏自动化研究所, 江苏 连云港 222061 |
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| 基金项目： | 海军装备预研项目(3020101020102) |
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| 摘 要： | 简述了传感器管理技术研究的总体概况,包括定义、作用、管理对象、结构和功能模型。提出了传感器管理是复杂的动态多目标优化问题,分析了解决该难题的技术研究现状,主要涵盖传感器管理问题建模、优化目标设计、多目标优化、博弈论应用等。从传感器融入体系、传感器网络化集成应用和算法智能化3个方面展望了传感器管理技术发展方向。
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| 关 键 词： | 传感器管理 多目标优化 目标函数 博弈论 |
| 收稿时间： | 2020-03-19 |
Survey on progress and prospect of sensor management |
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| Chunshan DING.Survey on progress and prospect of sensor management[J].System Engineering and Electronics,2020,42(12):2761-2770. |
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| Authors: | Chunshan DING |
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| Institution: | 1. School of Information Science and Engineering, Southeast University, Nanjing 210096, China2. Jiangsu Automation Research Institute, Lianyungang 222061, China |
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| Abstract: | The general situation of the research on sensor management technology is briefly introduced, including the definition, roles, management objects, structures, and the function model. It is proposed that sensor management is a complex dynamic multi-objective optimization problem, and the current state of technology research to solve this problem is analyzed, mainly covering modeling of the sensor management problem, optimization objective design, multi-objective optimization, and application of the game theory. The development direction of sensor management technology is explored from three aspects: sensor and other resources integrated into a system, integrated application of sensor network and algorithm intelligence. |
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| Keywords: | sensor management multi-objective optimization objective function game theory |
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