TY - JOUR
T1 - Integrity monitoring for decentralized redundant IMUs/GNSS integrated navigation system with correlated measurements
AU - Yang, Shaohua
AU - Zhang, Xiaodong
AU - Li, Ao
AU - Zhang, Xun
AU - Xu, Bin
N1 - Publisher Copyright:
© 2024 IOP Publishing Ltd.
PY - 2024/8
Y1 - 2024/8
N2 - In civil aviation systems, the inertial measurement unit (IMU)/Global Navigation Satellite System (GNSS) integrated navigation remains the most effective navigation scheme. Based upon this, the utilization of redundant IMUs and a multi-constellation system can significantly enhance navigation and integrity performance. However, redundant IMUs/GNSS integrated navigation systems are susceptible to more complex failure modes, including GNSS faults (satellite and constellation faults) and IMU faults. Additionally, dealing with correlated measurements between redundant constructions presents a challenging issue. Therefore, we propose an integrity monitoring method for decentralized redundant IMUs/GNSS integrated navigation systems. This method considers GNSS faults and IMU fault in the integrity monitoring process, specifically designed for decentralized filter construction with redundancy. Furthermore, due to the correlated measurements between redundant filters, optimal fusion coefficients are determined by considering the unbiased estimate and minimizing the trace covariance of the primary filter. An optimal allocation scheme for continuity risk is also established to improve navigation and integrity performance. Simulation results demonstrate the feasibility and effectiveness of the proposed integrity monitoring method. Moreover, in the context of correlated measurements, the integrated navigation system also exhibits superiority.
AB - In civil aviation systems, the inertial measurement unit (IMU)/Global Navigation Satellite System (GNSS) integrated navigation remains the most effective navigation scheme. Based upon this, the utilization of redundant IMUs and a multi-constellation system can significantly enhance navigation and integrity performance. However, redundant IMUs/GNSS integrated navigation systems are susceptible to more complex failure modes, including GNSS faults (satellite and constellation faults) and IMU faults. Additionally, dealing with correlated measurements between redundant constructions presents a challenging issue. Therefore, we propose an integrity monitoring method for decentralized redundant IMUs/GNSS integrated navigation systems. This method considers GNSS faults and IMU fault in the integrity monitoring process, specifically designed for decentralized filter construction with redundancy. Furthermore, due to the correlated measurements between redundant filters, optimal fusion coefficients are determined by considering the unbiased estimate and minimizing the trace covariance of the primary filter. An optimal allocation scheme for continuity risk is also established to improve navigation and integrity performance. Simulation results demonstrate the feasibility and effectiveness of the proposed integrity monitoring method. Moreover, in the context of correlated measurements, the integrated navigation system also exhibits superiority.
KW - correlated measurements
KW - decentralized filter construction
KW - integrity monitoring method
KW - optimal allocation scheme of continuity risk
KW - optimal fusion coefficients
KW - redundant IMUs/GNSS integrated navigation system
UR - http://www.scopus.com/inward/record.url?scp=85193634743&partnerID=8YFLogxK
U2 - 10.1088/1361-6501/ad4578
DO - 10.1088/1361-6501/ad4578
M3 - 文章
AN - SCOPUS:85193634743
SN - 0957-0233
VL - 35
JO - Measurement Science and Technology
JF - Measurement Science and Technology
IS - 8
M1 - 086311
ER -