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Game Theory-Based Anti-Jamming Strategies for Frequency Hopping Wireless Communications
- Source :
- IEEE Transactions on Wireless Communications. 17:5314-5326
- Publication Year :
- 2018
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2018.
-
Abstract
- In frequency hopping (FH) wireless communications, finding an effective transmission strategy to properly mitigate jamming has been recently considered as a critical issue, due to the inherent broadcast nature of wireless communications. Recently, game theory has been proposed as a powerful tool for dealing with the jamming problem, which can be considered as a player (jammer) playing against a user (transmitter). Different from existing results, in this paper, a bimatrix game framework is developed for modeling the interaction process between the transmitter and the jammer, and the sufficient and necessary conditions for Nash equilibrium (NE) strategy of the game are obtained under the linear constraints. Furthermore, the relationship between the NE solution and the global optimal solution of the corresponding quadratic programming is presented. In addition, a special analysis case is developed based on the continuous game framework in which each player has a continuum of strategies. Finally, we show that the performance can be improved based on our game theoretic framework, which is verified by numerical investigations.
- Subjects :
- Computer Science::Computer Science and Game Theory
Mathematical optimization
business.industry
Computer science
Applied Mathematics
ComputerSystemsOrganization_COMPUTER-COMMUNICATIONNETWORKS
020302 automobile design & engineering
020206 networking & telecommunications
02 engineering and technology
Computer Science Applications
symbols.namesake
0203 mechanical engineering
Nash equilibrium
0202 electrical engineering, electronic engineering, information engineering
Bimatrix game
symbols
Frequency-hopping spread spectrum
Wireless
Continuous game
Electrical and Electronic Engineering
business
Game theory
Subjects
Details
- ISSN :
- 15582248 and 15361276
- Volume :
- 17
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Wireless Communications
- Accession number :
- edsair.doi...........f7de3d3c9beb82414ec80872c05c93bc
- Full Text :
- https://doi.org/10.1109/twc.2018.2841921