Guarding a Target Set from a Single Attacker in the Euclidean Space

• Published in: arXiv.org
• Main Authors: Lee, Yoonjae, Bakolas, Efstathios
• Format: Paper Journal Article
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 15.09.2021
• Subjects: Closed form solutions; Computer Science - Systems and Control; Convexity; Differential games; Euclidean geometry; Euclidean space; Exact solutions; Game theory; Mathematics - Optimization and Control; Optimization; Saddle points; Smooth boundaries; State feedback
• ISSN: 2331-8422
• DOI: 10.48550/arxiv.2109.07075

This paper addresses a two-player target defense game in the \(n\)-dimensional Euclidean space where an attacker attempts to enter a closed convex target set while a defender strives to capture the attacker beforehand. We provide a complete and universal differential game-based solution which not only encompasses recent work associated with similar problems whose target sets have simple, low-dimensional geometric shapes, but can also address problems that involve nontrivial geometric shapes of high-dimensional target sets. The value functions of the game are derived in a semi-analytical form that includes a convex optimization problem. When the latter problem has a closed-form solution, one of the value functions is used to analytically construct the barrier surface that divides the state space of the game into the winning sets of players. For the case where the barrier surface has no analytical expression but the target set has a smooth boundary, the bijective map between the target boundary and the projection of the barrier surface is obtained. By using Hamilton-Jacobi-Isaacs equation, we verify that the proposed optimal state feedback strategies always constitute the game's unique saddle point whether or not the optimization problem has a closed-form solution. We illustrate our solutions via numerical simulations.