Model Predictive Control for Spacecraft Rendezvous and Docking: Strategies for Handling Constraints and Case Studies

被引:205
作者
Weiss, Avishai [1 ]
Baldwin, Morgan [2 ]
Erwin, Richard Scott [2 ]
Kolmanovsky, Ilya [1 ]
机构
[1] Univ Michigan, Dept Aerosp Engn, Ann Arbor, MI 48109 USA
[2] Air Force Res Lab, Space Vehicle Directorate, Albuquerque, NM 87116 USA
基金
美国国家科学基金会;
关键词
Constraints; model predictive control; obstacle avoidance; rendezvous and docking; spacecraft control; TRAJECTORIES; ALGORITHM; GUIDANCE; SYSTEM;
D O I
10.1109/TCST.2014.2379639
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a strategy and case studies of spacecraft relative motion guidance and control based on the application of linear quadratic model predictive control (MPC) with dynamically reconfigurable constraints. The controller is designed to transition between the MPC guidance during a spacecraft rendezvous phase and MPC guidance during a spacecraft docking phase, with each phase having distinct requirements, constraints, and sampling rates. Obstacle avoidance is considered in the rendezvous phase, while a line-of-sight cone constraint, bandwidth constraints on the spacecraft attitude control system, and exhaust plume direction constraints are addressed during the docking phase. The MPC controller is demonstrated in simulation studies using a nonlinear model of spacecraft orbital motion. The implementation uses estimates of spacecraft states derived from relative angle and range measurements, and is robust to estimator dynamics and measurement noise.
引用
收藏
页码:1638 / 1647
页数:10
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