dc.contributor.author | Gwon, Youngjune Lee | |
dc.contributor.author | Dastangoo, Siamak | |
dc.contributor.author | Fossa, Carl | |
dc.contributor.author | Kung, H. T. | |
dc.date.accessioned | 2014-07-25T18:35:31Z | |
dc.date.issued | 2013 | |
dc.identifier.citation | Gwon, 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.isbn | 978-1-4799-0895-0 | en_US |
dc.identifier.uri | http://nrs.harvard.edu/urn-3:HUL.InstRepos:12561370 | |
dc.description.abstract | We 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.sponsorship | Engineering and Applied Sciences | en_US |
dc.language.iso | en_US | en_US |
dc.publisher | IEEE | en_US |
dc.relation.isversionof | doi:10.1109/CNS.2013.6682689 | en_US |
dash.license | OAP | |
dc.title | Competing Mobile Network Game: Embracing antijamming and jamming strategies with reinforcement learning | en_US |
dc.type | Conference Paper | en_US |
dc.description.version | Accepted Manuscript | en_US |
dash.depositing.author | Kung, H. T. | |
dc.date.available | 2014-07-25T18:35:31Z | |
dc.relation.book | 2013 IEEE Conference on Communications and Network Security (CNS) | en_US |
dc.identifier.doi | 10.1109/CNS.2013.6682689 | * |
dash.contributor.affiliated | Kung, H. | |
dash.contributor.affiliated | Gwon, Youngjune | |