A Game Guidance Law Based on Model Predictive Control

Lixi Tang*, Zhengjie Wang, Hongbao Du

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Attacking mobile and intelligent target is a challenging problem for interceptor missile because of the classical guidance law of missile will lead to large miss distances. Unlike traditional guidance law, this paper proposes a game guidance law method based on model predictive control theory in order to improve the interception effect of intercepting missile striking unknown maneuvering penetration target. Firstly, the pursuit-evasion game model of missile and target is constructed in a two-dimensional plane, and the payoff function is constructed based on the terminal miss distance and control energy consumption. The Nash equilibrium solution of the pursuit-evasion game model is solved by using the model predictive control method, and the corresponding optimal strategies of missile and target during the attacking process are obtained. At last, a two-dimensional simulation is carried to validate the theoretical analysis. The result shows that the game guidance law proposed in this paper is more effective than traditional guidance law.

Original languageEnglish
Title of host publicationAutomatic Control and Emerging Technologies - Proceedings of ACET 2023
EditorsHassan El Fadil, Weicun Zhang
PublisherSpringer Science and Business Media Deutschland GmbH
Pages142-154
Number of pages13
ISBN (Print)9789819701254
DOIs
Publication statusPublished - 2024
EventInternational Symposium on Automatic Control and Emerging Technologies, ACET 2023 - Kenitra, Morocco
Duration: 11 Jul 202313 Jul 2023

Publication series

NameLecture Notes in Electrical Engineering
Volume1141 LNEE
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

ConferenceInternational Symposium on Automatic Control and Emerging Technologies, ACET 2023
Country/TerritoryMorocco
CityKenitra
Period11/07/2313/07/23

Keywords

  • Game theory
  • Guidance law
  • Model predictive control

Fingerprint

Dive into the research topics of 'A Game Guidance Law Based on Model Predictive Control'. Together they form a unique fingerprint.

Cite this