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A 5G-Assisted GNSS Spoofing Detection Method in a GNSS-5G Hybrid Positioning System

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The fifth generation (5G) signals are immune to Global Navigation Satellite System (GNSS) spoofing attacks, so they have the capability to help GNSS user equipment (UE) detect hazardous spoofing attacks. The conventional innovation-based fault detection scheme can be extended to the EKF-based GNSS-5G hybrid positioning system for spoofing detection. However, the UE maneuver causes abnormal values of innovation, resulting in frequent false alarms. To solve this problem, this paper constructs a new type of test statistics by modifying the “innovation” in the conventional detection method. It exploits GNSS single point positioning (SPP) results to predict the current 5G measurements, which are then used to replace the EKF-based predicted measurements. The difference between the newly estimated 5G measurements and the received 5G measurements is employed to construct the new “innovation” for spoofing detection. Results show that the false alarm probability due to UE’s maneuver is significantly reduced.

源语言英语
主期刊名China Satellite Navigation Conference (CSNC 2024) Proceedings - Volume 1
编辑Changfeng Yang, Jun Xie
出版商Springer Science and Business Media Deutschland GmbH
488-496
页数9
ISBN(印刷版)9789819969272
DOI
出版状态已出版 - 2024
活动14th China Satellite Navigation Conference, CSNC 2024 - Jinan, 中国
期限: 22 5月 202424 5月 2024

出版系列

姓名Lecture Notes in Electrical Engineering
1092 LNEE
ISSN(印刷版)1876-1100
ISSN(电子版)1876-1119

会议

会议14th China Satellite Navigation Conference, CSNC 2024
国家/地区中国
Jinan
时期22/05/2424/05/24

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