首页|基于高度计辅助的GNSS欺骗干扰检测

基于高度计辅助的GNSS欺骗干扰检测

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气压高度计可以获得精确高程数据,且不受外界电磁干扰,利用气压高度计辅助全球导航卫星系统(global navigation satellite system,GNSS)进行欺骗检测具有显著优势.为了评估气压高度计在GNSS欺骗检测中的能力并提高检测概率,首先对系统误差进行建模分析,并利用差分整合移动平均自回归(autoregressive inte-grated moving average,ARIMA)模型对气压高度计和GNSS测量结果进行处理.同时,通过计算欧氏距离构建数据空间,提出一种基于移动方差的自适应门限检测方法.试验结果表明,在虚警率为10-6的情况下,检测率达到了 92%,所提方法能够在高程信息上有效监测潜在的欺骗威胁,增强了 GNSS系统的可靠性.
GNSS spoofing jamming detection based on altimeter assistance
The barometric altimeter can obtain accurate elevation data without being affected by external electromagnetic interference.The use of barometric altimeters to assist the global navigation satellite system(GNSS)in spoofing detection has significant advantages.In order to evaluate the ability of the barometric altimeter in GNSS spoofing detection and improve detection probability,the system error is first modeled and analyzed,and the differential integrated autoregressive moving average(ARIMA)model is used to process the barometric altimeter and GNSS measurement results.Meanwhile,a self-adaptive threshold detection method based on moving variance is proposed by calculating Euclidean distance to construct a data space.The experimental results show that with a false alarm rate of 10 6,the detection rate reaches 92%,and the proposed method can effectively monitor potential spoofing threats on elevation information,which enhances the reliability of the GNSS system.

barometric altimetersatellite navigationaltitude data fusionmoving variancespoofing detection

徐奕禹、陈长风、袁雪林、陈正坤、周志健

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中山大学电子与通信工程学院,广东深圳 518107

西南电子设备研究所,四川成都 610036

气压高度计 卫星导航 高度数据融合 移动方差 欺骗检测

国家自然科学基金深圳市基础研究重点项目

619733282020N259

2024

系统工程与电子技术
中国航天科工防御技术研究院 中国宇航学会 中国系统工程学会

系统工程与电子技术

CSTPCD北大核心
影响因子:0.847
ISSN:1001-506X
年,卷(期):2024.46(5)
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