TY - GEN
T1 - Fuzzy Compensation Fault-Tolerant Control for Two-Dimensional Trajectory Correction Fuse in the Presence of Roll Angle Bias
AU - Li, Hongyun
AU - Shen, Qiang
AU - Deng, Zilong
AU - Liang, Chen
N1 - Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2025.
PY - 2025
Y1 - 2025
N2 - The geomagnetic-based and Global Navigation Satellite System (GNSS)-based roll angle measurement are key technologies for two-dimensional (2D) trajectory correction fuse. Influenced by the Earth’s magnetic field environment and satellite antenna patterns, the roll angle measurement accuracy may be reduced. In severe cases, significant bias may occur, resulting in a degradation of trajectory control accuracy. To address this issue, a novel Fuzzy Compensation Fault-Tolerant Control (FCFTC) strategy is proposed in these uncommon but serious situations. The FCFTC strategy which is an active fault-tolerant control strategy based on fuzzy logic rule. By analyzing the impact of roll angle bias on trajectory parameters, fault-sensitive variables are found. Subsequently, a fuzzy logic controller is constructed to achieve nonlinear mapping from fault-sensitive variables to roll angle compensation values. Moreover, variable domains and dynamic fuzzification are employed to ensure the control performance of projectiles under different uncontrolled dispersion. Monte Carlo simulation results verifies the effectiveness and fault-tolerance of the proposed strategy. This study compensates for the lack of consideration of potential roll angle bias effects in existing research. It is of great significance to improve the control accuracy, reliability, and robustness of the two-dimensional trajectory correction fuse control system.
AB - The geomagnetic-based and Global Navigation Satellite System (GNSS)-based roll angle measurement are key technologies for two-dimensional (2D) trajectory correction fuse. Influenced by the Earth’s magnetic field environment and satellite antenna patterns, the roll angle measurement accuracy may be reduced. In severe cases, significant bias may occur, resulting in a degradation of trajectory control accuracy. To address this issue, a novel Fuzzy Compensation Fault-Tolerant Control (FCFTC) strategy is proposed in these uncommon but serious situations. The FCFTC strategy which is an active fault-tolerant control strategy based on fuzzy logic rule. By analyzing the impact of roll angle bias on trajectory parameters, fault-sensitive variables are found. Subsequently, a fuzzy logic controller is constructed to achieve nonlinear mapping from fault-sensitive variables to roll angle compensation values. Moreover, variable domains and dynamic fuzzification are employed to ensure the control performance of projectiles under different uncontrolled dispersion. Monte Carlo simulation results verifies the effectiveness and fault-tolerance of the proposed strategy. This study compensates for the lack of consideration of potential roll angle bias effects in existing research. It is of great significance to improve the control accuracy, reliability, and robustness of the two-dimensional trajectory correction fuse control system.
KW - Active Fault-tolerant Control
KW - Fault Detection and Diagnosis
KW - Roll Angle Bias
KW - Two-dimensional Trajectory Correction Fuse
KW - Variable Domain Fuzzy Control
UR - http://www.scopus.com/inward/record.url?scp=105000313641&partnerID=8YFLogxK
U2 - 10.1007/978-981-96-1777-7_50
DO - 10.1007/978-981-96-1777-7_50
M3 - Conference contribution
AN - SCOPUS:105000313641
SN - 9789819617760
T3 - Lecture Notes in Electrical Engineering
SP - 458
EP - 470
BT - Proceedings of the 16th International Conference on Modelling, Identification and Control, ICMIC 2024
A2 - Chen, Qiang
A2 - Su, Tingli
A2 - Liu, Peng
A2 - Zhang, Weicun
PB - Springer Science and Business Media Deutschland GmbH
T2 - 16th International Conference on Modelling, Identification and Control, ICMIC 2024
Y2 - 9 August 2024 through 11 August 2024
ER -