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Analysis of Adversarial Jamming From a Quantum Game Theoretic Perspective

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dc.contributor.author Bitragunta, Sainath
dc.date.accessioned 2023-03-09T04:04:31Z
dc.date.available 2023-03-09T04:04:31Z
dc.date.issued 2023-03
dc.identifier.uri https://ieeexplore.ieee.org/document/9818949
dc.identifier.uri http://dspace.bits-pilani.ac.in:8080/xmlui/handle/123456789/9577
dc.description.abstract Over recent years, quantum communication systems have demarcated themselves as promising candidates for deployment in next-generation communication networks (6G and beyond). Several recent experimental demonstrations of such complex systems have been highly successful and have been instrumental in transitioning this field from the theoretical to the practical domain. In this article, we investigate the application of quantum game theory for the modeling and analysis of jamming in the context of quantum networks. We begin with a general model of jamming based on the Colonel Blotto game and generalize it to the context of quantum networks. We provide an in-depth analysis of the two-person quantum Colonel Blotto game (QCBG) in relation to classical versus classical, classical versus quantum, and quantum versus quantum strategies. We also investigate the Nash equilibria for such games via a multiagent adversarial reinforcement learning-based system. Finally, we discuss further optimizations on this model and outline several open problems for further research along these lines. en_US
dc.language.iso en en_US
dc.publisher IEEE en_US
dc.subject EEE en_US
dc.subject Jamming en_US
dc.subject Multiagent systems en_US
dc.subject Neural networks en_US
dc.subject Quantum communications en_US
dc.subject Quantum games en_US
dc.subject Quantum networks en_US
dc.title Analysis of Adversarial Jamming From a Quantum Game Theoretic Perspective en_US
dc.type Article en_US


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