Show simple item record

dc.contributor.authorGwon, Youngjune Lee
dc.contributor.authorDastangoo, Siamak
dc.contributor.authorFossa, Carl
dc.contributor.authorKung, H. T.
dc.date.accessioned2014-07-25T18:35:31Z
dc.date.issued2013
dc.identifier.citationGwon, Youngjune, Siamak Dastangoo, Carl Fossa, and H. T. Kung. 2013. “Competing Mobile Network Game: Embracing Antijamming and Jamming Strategies with Reinforcement Learning.” In the Proceedings of the 2013 IEEE Conference on Communications and Network Security (CNS), National Harbor, MD and Washington DC, 14-16 October, 2013, 28-36. IEE Press.en_US
dc.identifier.isbn978-1-4799-0895-0en_US
dc.identifier.urihttp://nrs.harvard.edu/urn-3:HUL.InstRepos:12561370
dc.description.abstractWe introduce Competing Mobile Network Game (CMNG), a stochastic game played by cognitive radio networks that compete for dominating an open spectrum access. Differentiated from existing approaches, we incorporate both communicator and jamming nodes to form a network for friendly coalition, integrate antijamming and jamming subgames into a stochastic framework, and apply Q-learning techniques to solve for an optimal channel access strategy. We empirically evaluate our Q-learning based strategies and find that Minimax-Q learning is more suitable for an aggressive environment than Nash-Q while Friend-or-foe Q-learning can provide the best solution under distributed mobile ad hoc networking scenarios in which the centralized control can hardly be available.en_US
dc.description.sponsorshipEngineering and Applied Sciencesen_US
dc.language.isoen_USen_US
dc.publisherIEEEen_US
dc.relation.isversionofdoi:10.1109/CNS.2013.6682689en_US
dash.licenseOAP
dc.titleCompeting Mobile Network Game: Embracing antijamming and jamming strategies with reinforcement learningen_US
dc.typeConference Paperen_US
dc.description.versionAccepted Manuscripten_US
dash.depositing.authorKung, H. T.
dc.date.available2014-07-25T18:35:31Z
dc.relation.book2013 IEEE Conference on Communications and Network Security (CNS)en_US
dc.identifier.doi10.1109/CNS.2013.6682689*
dash.contributor.affiliatedKung, H.
dash.contributor.affiliatedGwon, Youngjune


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record