A Deep Learning-Based Approach to Real-Time Trajectory Optimization for Hypersonic Vehicles

[1]  Ashok Joshi,et al.  Predictor-Corrector Reentry Guidance Algorithm with Path Constraints for Atmospheric Entry Vehicles , 2007 .

[2]  Lin Cheng,et al.  Real-time control for fuel-optimal Moon landing based on an interactive deep reinforcement learning algorithm , 2019, Astrodynamics.

[3]  Farzad Pourboghrat,et al.  Optimal control of nonlinear systems using RBF neural network and adaptive extended Kalman filter , 2009, 2009 American Control Conference.

[4]  J. D. Gamble,et al.  A simplified guidance algorithm for lifting aeroassist orbital transfer vehicles , 1985 .

[5]  P. Lu,et al.  Constrained Predictor-Corrector Entry Guidance , 2009 .

[6]  Lin Cheng,et al.  Real-Time Optimal Control for Spacecraft Orbit Transfer via Multiscale Deep Neural Networks , 2019, IEEE Transactions on Aerospace and Electronic Systems.

[7]  M. A. Tigges,et al.  A predictive guidance algorithm for Mars entry , 1989 .

[8]  I. Michael Ross,et al.  Direct Trajectory Optimization by a Chebyshev Pseudospectral Method ; Journal of Guidance, Control, and Dynamics, v. 25, 2002 ; pp. 160-166 , 2002 .

[9]  Robert D. Braun,et al.  Improving Lunar Return Entry Range Capability Using Enhanced Skip Trajectory Guidance , 2008 .

[10]  Ping Lu,et al.  Predictor-Corrector Entry Guidance for Low-Lifting Vehicles , 2007 .

[11]  Melanie Miller,et al.  Managing Energy and Mode Transitions in PredGuid Entry Guidance , 2008 .

[12]  Etienne Perot,et al.  An analytic aerocapture guidance algorithm for the Mars Sample Return Orbiter , 2000 .

[13]  Nesrin Sarigul-Klijn,et al.  Survey of planetary entry guidance algorithms , 2014 .

[14]  Jean-Baptiste Pomet,et al.  Time Versus Energy in the Averaged Optimal Coplanar Kepler Transfer Towards Circular Orbits , 2015 .

[15]  Robert D. Braun,et al.  Rapid Indirect Trajectory Optimization for Conceptual Design of Hypersonic Missions , 2015 .

[16]  Richard W. Powell,et al.  Predictor-corrector guidance algorithm for use in high-energy aerobraking system studies , 1992 .

[17]  J. Betts.  Survey of Numerical Methods for Trajectory Optimization , 1998 .

[18]  Robert D. Braun,et al.  Extension and Enhancement of the Allen–Eggers Analytical Ballistic Entry Trajectory Solution , 2015 .

[19]  Fei Tao,et al.  On-line optimization design of sliding mode guidance law with multiple constraints , 2013 .

[20]  Ping Lu,et al.  Entry Guidance: A Unified Method , 2014 .

[21]  Zachary R. Putnam,et al.  PredGuid entry guidance for Orion return from low Earth orbit , 2010, 2010 IEEE Aerospace Conference.

[22]  Shinji Suzuki,et al.  Modified Genetic Algorithm for Constrained Trajectory Optimization , 2005 .

[23]  I. Michael Ross,et al.  A Perspective on Methods for Trajectory Optimization , 2002 .

[24]  Dario Izzo,et al.  Real-time optimal control via Deep Neural Networks: study on landing problems , 2016, ArXiv.

[25]  Ping Lu,et al.  Onboard Generation of Three-Dimensional Constrained Entry Trajectories , 2002 .

[26]  Robert D. Braun,et al.  Feasibility of Guided Entry for a Crewed Lifting Body Without Angle-of-Attack Control , 2014 .

[27]  Qingzhen Zhang,et al.  Multi-constrained predictor-corrector reentry guidance for hypersonic vehicles , 2018 .

[28]  A. Roenneke,et al.  Re-entry control to a drag-vs-energy profile , 1994 .