Navigation Switching Strategy-Based SINS/GPS/ADS/DVL Fault-Tolerant Integrated Navigation System

Considering the conventional federated filtering-based fault-tolerant integrated navigation system is difficult to be implemented by serial data processing circuits, this paper presents navigation switching strategy-based SINS/GPS/ADS/DVL fault-tolerant integrated navigation system to guarantee the reliability of integrated navigation system under sensor faults. When sensor failure appears, SINS and fault-free sensors are selected successively to form an integrated navigation system, such that reliable navigation parameters can be obtained. The simulation tests are implemented to verify that the SINS/GPS/ADS/DVL integrated navigation system can provide reliable navigation parameters when ADS and DVL are disabled.

[1]  N. A. Carlson Federated square root filter for decentralized parallel processors , 1990 .

[2]  Muhammad Ushaq,et al.  An Improved and Efficient Algorithm for SINS/GPS/Doppler Integrated Navigation Systems , 2012 .

[3]  Yan Wenxia Development of Fault-Tolerant Technology in Integrated Navigation System , 2015 .

[4]  V. A. Tupysev Federated Kalman Filtering Via Formation of Relation Equations in Augmented State Space , 2000 .

[5]  Xiafu Peng,et al.  A Novel Algorithm for the Fault Diagnosis of a Redundant Inertial Measurement Unit , 2020, IEEE Access.

[6]  Javad Poshtan,et al.  Distributed Interacting Multiple Filters for Fault Diagnosis of Navigation Sensors in a Robotic System , 2017, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[7]  Wenhua Du,et al.  An Actuator Fault Detection and Reconstruction Scheme for Hex-Rotor Unmanned Aerial Vehicle , 2019, IEEE Access.

[8]  Yongmin Zhong,et al.  Cubature rule-based distributed optimal fusion with identification and prediction of kinematic model error for integrated UAV navigation , 2021 .

[9]  Roozbeh Razavi-Far,et al.  Failure Prognosis and Applications—A Survey of Recent Literature , 2019, IEEE Transactions on Reliability.

[10]  Niu Xiaoji,et al.  Research progress and prospects of GNSS/INS deep integration , 2016 .

[11]  Ali Chaibakhsh,et al.  Ensemble-Based Fault Detection and Isolation of an Industrial Gas Turbine , 2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

[12]  王超,et al.  INS/USBL/DVL information fusion and fault-tolerant verification for underwater vehicles , 2017 .

[13]  KeKe Geng,et al.  Applications of Multi-height Sensors Data Fusion and Fault-tolerant Kalman Filter in Integrated Navigation System of UAV , 2017 .

[14]  Behzad Moshiri,et al.  A New Fusion Estimation Method for Multi-Rate Multi-Sensor Systems With Missing Measurements , 2020, IEEE Access.

[15]  Yujun Li,et al.  Fault-Tolerant GNSS/SINS/DVL/CNS Integrated Navigation and Positioning Mechanism Based on Adaptive Information Sharing Factors , 2020, IEEE Systems Journal.

[16]  Aleksandar Subic,et al.  Matrix weighted multisensor data fusion for INS/GNSS/CNS integration , 2016 .

[17]  Mehrdad Saif,et al.  A New Hybrid Fault Prognosis Method for MFS Systems Based on Distributed Neural Networks and Recursive Bayesian Algorithm , 2020, IEEE Systems Journal.

[18]  Xiong Zh An improved fault tolerant federated filter with fault isolation , 2015 .