Motion planning of spacecraft with obstacle avoidance under low uncertainty using the improved equal-collision-probability-curve and improved linear quadratic regulator strategy

In terms of the motion planning problem of spacecraft proximity operations with obstacle avoidance under low uncertainty, the improved equal-collision-probability-curve and improved linear quadratic regulator (IECPC-ILQR) strategy is proposed. Firstly, the novel function of the IECPC algorithm is developed to generate the avoidance control impulse. Subsequently, the ILQR is designed to track the reference trajectory. Furthermore, combining the improved ECPC algorithm with the ILQR controller, the composite controller of the IECPC-ILQR strategy is obtained and is implemented on the chaser spacecraft. Compared with the traditional ECPC algorithm, the IECPC-ILQR strategy can avoid collision in the presence of low uncertainty. Furthermore, the proposed avoidance strategy can obtain higher control precision while requiring the same fuel. Finally, numerical simulations verify the effectiveness of the proposed IECPC-ILQR strategy.

[1]  Hae-Dong Kim,et al.  Multiobjective optimization for collision avoidance maneuver using a genetic algorithm , 2016 .

[2]  Jianping Yuan,et al.  A novel guidance strategy for autonomously approaching a tumbling target , 2018 .

[3]  Hua Wang,et al.  Quantitative Performance for Spacecraft Rendezvous Trajectory Safety , 2010 .

[4]  Shan Lu,et al.  Optimised collision avoidance for an ultra-close rendezvous with a failed satellite based on the Gauss pseudospectral method , 2016 .

[5]  Guo-Jin Tang,et al.  Satellite formation design and optimal stationkeeping considering nonlinearity and eccentricity , 2007 .

[6]  Xiao-Qian Chen,et al.  Nonlinear control of spacecraft formation flying with disturbance rejection and collision avoidance , 2017 .

[7]  Ya-Zhong Luo,et al.  Safe rendezvous scenario design for geostationary satellites with collocation constraints , 2017 .

[8]  Mark L. Psiaki,et al.  Absolute Orbit and Gravity Determination using Relative Position Measurements Between Two Satellites , 2007 .

[9]  Yi Wang,et al.  Dual-Equal-Collision-Probability-Curve method for spacecraft safe proximity maneuvers in presence of complex shape , 2019 .

[10]  Zhibin Zhu,et al.  Non-cooperative autonomous rendezvous and docking using artificial potentials and sliding mode control , 2019 .

[11]  Majid Bakhtiari,et al.  The effects of parking orbit elements on designing of on-orbit servicing missions , 2019 .

[12]  Lu Cao,et al.  Laplace ℓ1 Huber based cubature Kalman filter for attitude estimation of small satellite , 2018, Acta Astronautica.

[13]  Bai Yuzhu,et al.  Multi-Equal-Collision-Probability-Cure Method for Convex Polygon-shape Spacecraft Safe Proximity Manoeuvres , 2018, Journal of Navigation.

[14]  Yangwei Ou,et al.  Observability-based Mars Autonomous Navigation Using Formation Flying Spacecraft , 2018 .

[15]  Liang Sun,et al.  Passivity-BasedAdaptiveFinite-TimeTrajectoryTrackingControl for Spacecraft Proximity Operations , 2016 .

[16]  Zongxia Jiao,et al.  Disturbance-Observer-Based Robust Relative Pose Control for Spacecraft Rendezvous and Proximity Operations Under Input Saturation , 2018, IEEE Transactions on Aerospace and Electronic Systems.

[17]  Gianmarco Radice,et al.  Equal-collision-probability-curve method for safe spacecraft close-range proximity maneuvers , 2018 .

[18]  Xiangyu Wang,et al.  Hybrid Consensus-Based Cubature Kalman Filtering for Distributed State Estimation in Sensor Networks , 2018, IEEE Sensors Journal.

[19]  Steve Ulrich,et al.  Passivity-Based Adaptive Control of Robotic Spacecraft for Proximity Operations Under Uncertainties , 2016 .

[20]  Colin R. McInnes,et al.  Autonomous proximity manoeuvring using artificial potential functions , 1993 .

[21]  Zongxia Jiao,et al.  Robust Nonlinear Adaptive Relative Pose Control for Cooperative Spacecraft During Rendezvous and Proximity Operations , 2017, IEEE Transactions on Control Systems Technology.

[22]  Youmin Zhang,et al.  Tracking control of spacecraft formation flying with collision avoidance , 2015 .

[23]  Jingrui Zhang,et al.  Autonomous Guidance for Rendezvous Phasing Based on Special-Point-Based Maneuvers , 2015 .

[24]  Jingrui Zhang,et al.  Characteristic Analysis for Elliptical Orbit Hovering Based on Relative Dynamics , 2013, IEEE Transactions on Aerospace and Electronic Systems.

[25]  Huan Wang,et al.  Potential function based robust safety control for spacecraft rendezvous and proximity operations under path constraint , 2018, Advances in Space Research.

[26]  Dong Qiao,et al.  Suboptimal artificial potential function sliding mode control for spacecraft rendezvous with obstacle avoidance , 2018 .

[27]  Jing Yu,et al.  Biobjective mission planning for geosynchronous satellites on-orbit refueling , 2019 .

[28]  O. Khatib,et al.  Real-Time Obstacle Avoidance for Manipulators and Mobile Robots , 1985, Proceedings. 1985 IEEE International Conference on Robotics and Automation.

[29]  Thierry Peynot,et al.  Learned Stochastic Mobility Prediction for Planning with Control Uncertainty on Unstructured Terrain , 2014, J. Field Robotics.

[30]  Wigbert Fehse,et al.  Automated Rendezvous and Docking of Spacecraft , 2003 .

[31]  Guo-Jin Tang,et al.  Uncertainty Quantification for Short Rendezvous Missions Using a Nonlinear Covariance Propagation Method , 2016 .

[32]  Hae-Dong Kim,et al.  Optimization of collision avoidance maneuver planning for cluster satellites in space debris explosion situation , 2018 .

[33]  Shuzhi Sam Ge,et al.  Dynamic Motion Planning for Mobile Robots Using Potential Field Method , 2002, Auton. Robots.

[34]  Yangwei Ou,et al.  Mars final approach navigation using ground beacons and orbiters: An information propagation perspective , 2017 .

[35]  Feng-Yi Lin Robust Control Design: An Optimal Control Approach , 2007 .

[36]  Jing Yu,et al.  Optimal planning of LEO active debris removal based on hybrid optimal control theory , 2015 .

[37]  Quan Hu,et al.  Path Planning and Collision Avoidance for a Multi-Arm Space Maneuverable Robot , 2018, IEEE Transactions on Aerospace and Electronic Systems.

[38]  Quan Hu,et al.  Safe-trajectory optimization and tracking control in ultra-close proximity to a failed satellite , 2018 .

[39]  Stephen Kemble,et al.  Automated Rendezvous and Docking of Spacecraft , 2007 .

[40]  Wei Huo,et al.  Adaptive Fuzzy Control of Spacecraft Proximity Operations Using Hierarchical Fuzzy Systems , 2016, IEEE/ASME Transactions on Mechatronics.