A Communication Confrontation Based on the Stackelberg Game: IRS Aids for Improving Anti-Jamming Capability

In communication confrontation, the capabilities of jamming and resisting jamming play a pivotal role in achieving victory. Addressing the lack of dynamism in decision-making during communications counter operations, in this paper, we customize the confrontation process between the communicator and the jammer as a Stackelberg game, where the communicator is the leader and the jammer is the follower. The game process is partitioned into time slots, and to obtain the best strategies of both in each time slot, we propose metrics to evaluate their utilities. The optimization problem is then constructed with the objective function of maximizing their utility metrics. Intelligent reflecting surface (IRS) is introduced to the communication process in order to improve the leader’s immunity to interference. A new optimization method is proposed in this paper to decompose and transform the optimization problem to finally obtain an asymptotic optimal solution. In addition, this paper proves that at least one Stackelberg equation exists, and the communicating party can always make the best decision after the interfering party makes the best decision. Finally, the empirical findings presented in this paper further substantiate that the gaming process ultimately reaches equilibrium. With the assistance of IRS, the communication pair saves power consumption while enhancing its anti-jamming capability.

Authors

Institutions

Publication Details

Journal
IEEE Transactions on Green Communications and Networking
Published
2024-12-11
DOI
https://doi.org/10.1109/tgcn.2024.3515637
Citations
2
Primary Topic
Opinion Dynamics and Social Influence
Type
article
Field-Weighted Citation Impact
0.56

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Communication Confrontation Based on the Stackelberg Game: IRS Aids for Improving Anti-Jamming Capability

Weinan Wang, Tianyou Li, Youyun Xu
2 citations
IEEE Transactions on Green Communications and Networking
Opinion Dynamics and Social Influence
0.56
article

A Communication Confrontation Based on the Stackelberg Game: IRS Aids for Improving Anti-Jamming Capability

Weinan Wang, Tianyou Li, Youyun Xu
article en
2 citations

Abstract

In communication confrontation, the capabilities of jamming and resisting jamming play a pivotal role in achieving victory. Addressing the lack of dynamism in decision-making during communications counter operations, in this paper, we customize the confrontation process between the communicator and the jammer as a Stackelberg game, where the communicator is the leader and the jammer is the follower. The game process is partitioned into time slots, and to obtain the best strategies of both in each time slot, we propose metrics to evaluate their utilities. The optimization problem is then constructed with the objective function of maximizing their utility metrics. Intelligent reflecting surface (IRS) is introduced to the communication process in order to improve the leader’s immunity to interference. A new optimization method is proposed in this paper to decompose and transform the optimization problem to finally obtain an asymptotic optimal solution. In addition, this paper proves that at least one Stackelberg equation exists, and the communicating party can always make the best decision after the interfering party makes the best decision. Finally, the empirical findings presented in this paper further substantiate that the gaming process ultimately reaches equilibrium. With the assistance of IRS, the communication pair saves power consumption while enhancing its anti-jamming capability.

IEEE Transactions on Green Communications and NetworkingVol. 9(3)
Nanjing University of Posts and Telecommunications (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 33%
Opinion Dynamics and Social Influence
0.56
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

A Communication Confrontation Based on the Stackelberg Game: IRS Aids for Improving Anti-Jamming Capability — Weinan Wang, Tianyou Li, et al. · IEEE Transactions on Green Communications and Networking (2024) | TGRS Research Map | TGRS