| 基于免疫危险理论的噪声环境下电磁信号监测算法 |
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| 引用本文： | 林传金,马捷,袁湘辉. 基于免疫危险理论的噪声环境下电磁信号监测算法[J]. 舰船电子工程, 2011, 31(11): 60-64 |
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| 作者姓名： | 林传金 马捷 袁湘辉 |
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| 作者单位： | 1. 海军91959部队,三亚,502016
2. 海军工程大学,武汉,430033 |
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| 摘 要： | 针对人工免疫系统运用于电磁信号监测时,残留的噪声会引起较多系统虚警的问题,提出了一种适用于噪声环境下的电磁信号监测算法。算法借鉴免疫危险理论,通过采用＂危险区域＂对信号空间进行过滤,减少了突发噪声对系统的干扰。实际无线电监测数据实验表明,该算法能够显著降低系统虚警概率。
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| 关 键 词： | 电磁信号监测 人工免疫系统 免疫危险理论 噪声环境 |
An Electromagnetism Signal Monitoring Algorithm Applicable for Noisy Environment Based on Immune Danger Theory |
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| Lin Chuanjjin) Ma Jie) Yuan Xianghui),Sanya ),Wuhan ). An Electromagnetism Signal Monitoring Algorithm Applicable for Noisy Environment Based on Immune Danger Theory[J]. Ship Electronic Engineering, 2011, 31(11): 60-64 |
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| Authors: | Lin Chuanjjin) Ma Jie) Yuan Xianghui) Sanya ) Wuhan ) |
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| Affiliation: | Lin Chuanjjin1) Ma Jie2) Yuan Xianghui2)(No.91959 Troops of Navy1),Sanya 502016)(Naval University of Engineering2),Wuhan 430033) |
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| Abstract: | When Artificial Immune System(AIS) is used in electromagnetism signal monitoring,there exists amount of false alarm of system due to remained noise,an electromagnetism signal monitoring algorithm applicable for noisy environment is presented in this paper.By introducing immune danger theory,the algorithm filters the noise from signal space with immune danger area,which can reduce the influence of remained noise.The model has been tested by real wireless signal monitoring data,and its results show that the a... |
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| Keywords: | electromagnetism signal monitoring artificial immune system immune danger theory noisy environment |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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