Feedback Strategies for Hypersonic Pursuit of a Ground Evader

In this paper, we present a game-theoretic feedback terminal guidance law for an autonomous, unpowered hypersonic pursuit vehicle that seeks to intercept an evading ground target whose motion is constrained in a one-dimensional space. We formulate this problem as a pursuit-evasion game whose saddle point solution is in general difficult to compute onboard the hypersonic vehicle due to its highly nonlinear dynamics. To overcome this computational complexity, we linearize the nonlinear hypersonic dynamics around a reference trajectory and subsequently utilize feedback control design techniques from Linear Quadratic Differential Games (LQDGs). In our proposed guidance algorithm, the hypersonic vehicle computes its open-loop optimal state and input trajectories off-line and prior to the commencement of the game. These trajectories are then used to linearize the nonlinear equations of hypersonic motion. Subsequently, using this linearized system model, we formulate an auxiliary two-player zero-sum LQDG which is effective in the neighborhood of the given reference trajectory and derive its feedback saddle point strategy that allows the hypersonic vehicle to modify its trajectory online in response to the target’s evasive maneuvers. We provide numerical simulations to showcase the performance of our proposed guidance law.

[1]  R.M. Murray,et al.  Optimal nonlinear guidance with inner-loop feedback for hypersonic re-entry , 2006, 2006 American Control Conference.

[2]  R. Isaacs Differential games: a mathematical theory with applications to warfare and pursuit , 1999 .

[3]  Zhenbo Wang,et al.  Onboard Generation of Optimal Trajectories for Hypersonic Vehicles Using Deep Learning , 2020 .

[4]  J. Speyer,et al.  Robust neighboring extremal guidance for the advanced launch system , 1993 .

[5]  R. Sarpong,et al.  Bio-inspired synthesis of xishacorenes A, B, and C, and a new congener from fuscol† †Electronic supplementary information (ESI) available. See DOI: 10.1039/c9sc02572c , 2019, Chemical science.

[6]  T. Başar,et al.  Dynamic Noncooperative Game Theory , 1982 .

[7]  Matthew Kelly,et al.  An Introduction to Trajectory Optimization: How to Do Your Own Direct Collocation , 2017, SIAM Rev..

[8]  Josef Shinar,et al.  Missile guidance laws based on pursuit-evasion game formulations , 2003, Autom..

[9]  Tal Shima,et al.  Differential games missile guidance with bearings-only measurements , 2013, IEEE Transactions on Aerospace and Electronic Systems.

[10]  Anil V. Rao,et al.  Direct Trajectory Optimization and Costate Estimation via an Orthogonal Collocation Method , 2006 .

[11]  Bruce A. Conway,et al.  Optimal Fighter Pursuit-Evasion Maneuvers Found via Two-Sided Optimization , 2006 .

[12]  Venkata Ramana Makkapati,et al.  Desensitized Trajectory Optimization for Hypersonic Vehicles , 2021, 2021 IEEE Aerospace Conference (50100).

[13]  George M. Siouris,et al.  Applied Optimal Control: Optimization, Estimation, and Control , 1979, IEEE Transactions on Systems, Man, and Cybernetics.

[14]  Maruthi R. Akella,et al.  Multi-Stage Stabilized Continuation for Indirect Optimal Control of Hypersonic Trajectories , 2020 .

[15]  A guidance law for hypersonic descent to a point , 1992 .

[16]  Aaas News,et al.  Book Reviews , 1893, Buffalo Medical and Surgical Journal.

[17]  Jose B. Cruz,et al.  Defending an Asset: A Linear Quadratic Game Approach , 2011, IEEE Transactions on Aerospace and Electronic Systems.