Title :
Cognitive Jamming Game for Dynamically Countering Ad Hoc Cognitive Radio Networks
Author :
Conley, William G. ; Miller, Alyssa J.
Author_Institution :
Crane Div., Spectrum Warfare Dept., Naval Surface Warfare Center, Crane, IN, USA
Abstract :
This paper demonstrates that game theory policies can adapt in realtime to enable a cognitive radio network and a cognitive jammer to engage in a game for control of the spectrum. Learning occurs as optimized actions are selected and played out in a dynamic RF propagation environment. System specific resource parameters are optimized for both the cognitive radio network and cognitive jammer. The goals of the two systems are different, the CRN seeks to be spectrally efficient while the jammer seeks to minimize data throughput. It is quixotic to model this interaction as a zero sum game, therefore a non-zero sum game is played. Additional flexibility of the jammer is considered when compared with previous works. Estimated performance results are shown.
Keywords :
ad hoc networks; cognitive radio; game theory; jamming; ad hoc cognitive radio networks; cognitive jammer; cognitive jamming game; game theory policies; nonzero sum game; spectrum control; Cognition; Cognitive radio; Delays; Game theory; Games; Jamming; Throughput;
Conference_Titel :
Military Communications Conference, MILCOM 2013 - 2013 IEEE
Conference_Location :
San Diego, CA
DOI :
10.1109/MILCOM.2013.201