TY - JOUR
T1 - Highly constrained cooperative guidance for flexible landing on asteroids
AU - LYU, Chang
AU - LIANG, Zixuan
AU - ZHU, Shengying
N1 - Publisher Copyright:
© 2024
PY - 2025/4
Y1 - 2025/4
N2 - Flexible lander, composed of multiple nodes connected by flexible material, can reduce the bouncing and overturning during the asteroid landing. To satisfy the complex constraints in the node cooperation of the flexible landing, an intelligent cooperative guidance method is proposed. The method consists of a double-layer cooperative guidance structure, a guidance parameter determination approach, and an action priority strategy. The double-layer contains a basic guidance used to satisfy the terminal state constraints, and a compensatory guidance used to satisfy the lander's attitude constraint. For the compensatory guidance, the parameters are determined by multi-agent system, which are trained according to the performance index of flexible landing trajectories. The action priority strategy is used to reduce the detrimental effect of parameter inconsistency on the node cooperation. The simulation of flexible landing shows that the cooperative guidance method is effective in improving the landing accuracy while satisfying the constraints. Meanwhile, the method is robust to the disturbance in the navigation and control.
AB - Flexible lander, composed of multiple nodes connected by flexible material, can reduce the bouncing and overturning during the asteroid landing. To satisfy the complex constraints in the node cooperation of the flexible landing, an intelligent cooperative guidance method is proposed. The method consists of a double-layer cooperative guidance structure, a guidance parameter determination approach, and an action priority strategy. The double-layer contains a basic guidance used to satisfy the terminal state constraints, and a compensatory guidance used to satisfy the lander's attitude constraint. For the compensatory guidance, the parameters are determined by multi-agent system, which are trained according to the performance index of flexible landing trajectories. The action priority strategy is used to reduce the detrimental effect of parameter inconsistency on the node cooperation. The simulation of flexible landing shows that the cooperative guidance method is effective in improving the landing accuracy while satisfying the constraints. Meanwhile, the method is robust to the disturbance in the navigation and control.
KW - Asteroid
KW - Cooperative guidance
KW - Flexible lander
KW - Multi-constraint
KW - Reinforcement learning
UR - http://www.scopus.com/inward/record.url?scp=86000745398&partnerID=8YFLogxK
U2 - 10.1016/j.cja.2024.08.010
DO - 10.1016/j.cja.2024.08.010
M3 - Article
AN - SCOPUS:86000745398
SN - 1000-9361
VL - 38
JO - Chinese Journal of Aeronautics
JF - Chinese Journal of Aeronautics
IS - 4
M1 - 103179
ER -