Know Thy Enemy: An Opponent Modeling Based Anti-Intelligent Jamming Strategy Beyond Equilibrium Solutions

We investigate the problem of dynamic spectrum anti-jamming access against intelligent jammer using game theory and opponent modeling. Previous work has formulated the interaction between the user and the intelligent jammer as an adversarial game, and aimed to find the Nash Equilibrium (NE). However...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	IEEE wireless communications letters 2023-02, Vol.12 (2), p.1-1
Hauptverfasser:	Li, Wen, Xu, Yuhua, Chen, Jin, Yuan, Hongcheng, Han, Hao, Xu, Yifan, Feng, Zhibin
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptation models Anti-jamming Behavioral sciences Game theory Games imitation learning intelligent jamming Jammers Jamming Jamming performance Markov processes minimax DQN Minimax technique Receivers Transmitters zero-sum Markov game
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!