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RAIM: three-stage stackelberg game for hierarchical federated learning with reputation-aware incentive mechanism [PDF]
Scientific ReportsHierarchical Federated Learning (HFL) significantly enhances communication efficiency and device participation, while improving personalized learning outcomes.
Cuihua Zuo +5 more
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Extending RAIM with a Gaussian Mixture of Opportunistic Information
The International Technical Meeting of the The Institute of NavigationGNSS are indispensable for various applications, but they are vulnerable to spoofing attacks. The original receiver autonomous integrity monitoring (RAIM) was not designed for securing GNSS. In this context, RAIM was extended with wireless signals, termed signals of opportunity (SOPs), or onboard sensors, typically assumed benign.
Wenjie Liu 0017, Panos Papadimitratos
openaire +4 more sources
IEEE Access, 2021 In this article, the problem of receiver autonomous integrity monitoring (RAIM) is transformed into a modeling problem using dynamic data and an artificial neural network. A new RAIM method based on a probabilistic neural network (P-RAIM) is presented to
Xueen Zheng +7 more
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Nature Communications, 2021 Rechargeable calcium batteries are promising multivalent battery systems but the lack of suitable electrodes hampers their development. Here the authors report a cathode derived from polyanion framework that demonstrates uncommonly stable and fast ...
Zheng-Long Xu +9 more
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A CIPSO-FCM-Based RAIM Algorithm for the GPS/BDS Integrated Navigation System
IEEE Access, 2021 The receiver integrity monitoring of a satellite navigation system directly affects positioning accuracy and train safety. The GPS/BDS (Global Positioning System/BeiDou Navigation System) integrated navigation system can meet the requirements of RAIM ...
Miao Luo +3 more
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Improved receiver autonomous integrity monitoring algorithm
The Journal of Engineering, 2019 The integrity monitoring algorithm guarantees that the receiver can get the correct positioning and speed, which has very important theoretical significance and practical application value.
Meina Li, Zihuan Hao, Lei Zhang
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Space Weather, Volume 21, Issue 12, December 2023., 2023 Abstract Satellite navigation based on the Global Navigation Satellite System can provide aircraft with more precise guidance and increase flight efficiency. However, severe space weather events can cause satellite navigation failure due to the dramatic increase in total electron content and irregularities in the ionosphere.
Dabin Xue +3 more
wiley +1 more source
Improvement of Anomalous Behavior Detection of GNSS Signal Based on TDNN for Augmentation Systems
Sensors, 2018 The reliability of a navigation system is crucial for navigation purposes, especially in areas where stringent performance is required, such as civil aviation or intelligent transportation systems (ITSs). Therefore, integrity monitoring is an inseparable
Daehee Kim, Jeongho Cho
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Multi-layered Multi-Constellation Global Navigation Satellite System Interference Mitigation
Navigation, 2023 Several layers of defense can be implemented in a global navigation satellite system (GNSS) receiver to improve its performance in the presence of interference.
Ciro Gioia, Daniele Borio
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Calculation of Optimal Vertical Protection Level Based on Integrity Risk and Continuity Risk [PDF]
Jisuanji gongcheng, 2017 In order to reduce the integrity risks and continuity risks in the process of precision vertical guidance of aircraft,and make the Receiver Autonomous Integrity Monitoring(RAIM) algorithm provide the horizontal and vertical integrity for security,this ...
YANG Kai,GUO Chengjun
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