FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2960265556> ?p ?o ?g. }

• W2960265556 abstract "The downlink communications are vulnerable to intelligent unmanned aerial vehicle (UAV) jamming attack which can learn the optimal attack strategy in complex communication environments. In this paper, we propose an anti-intelligent UAV jamming strategy, in which the mobile users can learn the optimal defense strategy to prevent jamming. Specifically, the UAV jammer acts as a leader and the users act as followers. The problem is formulated as a stackelberg dynamic game, which includes the leader sub-game and the followers sub-game. As the UAV jammer is only aware of the incomplete channel state information (CSI) of the users, we model the leader sub-game as a partially observable Markov decision process (POMDP). The optimal jamming trajectory is obtained via deep recurrent Q-networks (DRQN) in the three-dimension space. For the followers sub-game, we use the Markov decision process (MDP) to model it. Then the optimal communication trajectory can be learned via deep Q-networks (DQN) in the two-dimension space. We prove the existence of the stackelberg equilibrium. The simulations show that the proposed strategy outperforms the benchmark strategies." @default.
• W2960265556 created "2019-07-23" @default.
• W2960265556 creator A5027047483 @default.
• W2960265556 creator A5044671638 @default.
• W2960265556 creator A5069951778 @default.
• W2960265556 creator A5077171337 @default.
• W2960265556 date "2019-05-01" @default.
• W2960265556 modified "2023-09-24" @default.
• W2960265556 title "Anti-Intelligent UAV Jamming Strategy via Deep Q-Networks" @default.
• W2960265556 cites W1640774615 @default.
• W2960265556 cites W1988456768 @default.
• W2960265556 cites W2088562872 @default.
• W2960265556 cites W2111131418 @default.
• W2960265556 cites W2155740782 @default.
• W2960265556 cites W2164599584 @default.
• W2960265556 cites W2566763967 @default.
• W2960265556 cites W2776055286 @default.
• W2960265556 cites W2784291237 @default.
• W2960265556 cites W2802251403 @default.
• W2960265556 cites W2883342142 @default.
• W2960265556 cites W2885551694 @default.
• W2960265556 cites W2886374543 @default.
• W2960265556 cites W2890592307 @default.
• W2960265556 cites W2962938178 @default.
• W2960265556 cites W2963576178 @default.
• W2960265556 doi "https://doi.org/10.1109/icc.2019.8762016" @default.
• W2960265556 hasPublicationYear "2019" @default.
• W2960265556 type Work @default.
• W2960265556 sameAs 2960265556 @default.
• W2960265556 citedByCount "2" @default.
• W2960265556 countsByYear W29602655562020 @default.
• W2960265556 countsByYear W29602655562021 @default.
• W2960265556 crossrefType "proceedings-article" @default.
• W2960265556 hasAuthorship W2960265556A5027047483 @default.
• W2960265556 hasAuthorship W2960265556A5044671638 @default.
• W2960265556 hasAuthorship W2960265556A5069951778 @default.
• W2960265556 hasAuthorship W2960265556A5077171337 @default.
• W2960265556 hasBestOaLocation W29602655562 @default.
• W2960265556 hasConcept C105795698 @default.
• W2960265556 hasConcept C106189395 @default.
• W2960265556 hasConcept C119857082 @default.
• W2960265556 hasConcept C120314980 @default.
• W2960265556 hasConcept C121332964 @default.
• W2960265556 hasConcept C126255220 @default.
• W2960265556 hasConcept C1276947 @default.
• W2960265556 hasConcept C13280743 @default.
• W2960265556 hasConcept C13662910 @default.
• W2960265556 hasConcept C138660444 @default.
• W2960265556 hasConcept C144237770 @default.
• W2960265556 hasConcept C159886148 @default.
• W2960265556 hasConcept C163836022 @default.
• W2960265556 hasConcept C17098449 @default.
• W2960265556 hasConcept C177142836 @default.
• W2960265556 hasConcept C185798385 @default.
• W2960265556 hasConcept C199510392 @default.
• W2960265556 hasConcept C202444582 @default.
• W2960265556 hasConcept C205649164 @default.
• W2960265556 hasConcept C2779079576 @default.
• W2960265556 hasConcept C31258907 @default.
• W2960265556 hasConcept C33676613 @default.
• W2960265556 hasConcept C33923547 @default.
• W2960265556 hasConcept C41008148 @default.
• W2960265556 hasConcept C97355855 @default.
• W2960265556 hasConcept C98763669 @default.
• W2960265556 hasConceptScore W2960265556C105795698 @default.
• W2960265556 hasConceptScore W2960265556C106189395 @default.
• W2960265556 hasConceptScore W2960265556C119857082 @default.
• W2960265556 hasConceptScore W2960265556C120314980 @default.
• W2960265556 hasConceptScore W2960265556C121332964 @default.
• W2960265556 hasConceptScore W2960265556C126255220 @default.
• W2960265556 hasConceptScore W2960265556C1276947 @default.
• W2960265556 hasConceptScore W2960265556C13280743 @default.
• W2960265556 hasConceptScore W2960265556C13662910 @default.
• W2960265556 hasConceptScore W2960265556C138660444 @default.
• W2960265556 hasConceptScore W2960265556C144237770 @default.
• W2960265556 hasConceptScore W2960265556C159886148 @default.
• W2960265556 hasConceptScore W2960265556C163836022 @default.
• W2960265556 hasConceptScore W2960265556C17098449 @default.
• W2960265556 hasConceptScore W2960265556C177142836 @default.
• W2960265556 hasConceptScore W2960265556C185798385 @default.
• W2960265556 hasConceptScore W2960265556C199510392 @default.
• W2960265556 hasConceptScore W2960265556C202444582 @default.
• W2960265556 hasConceptScore W2960265556C205649164 @default.
• W2960265556 hasConceptScore W2960265556C2779079576 @default.
• W2960265556 hasConceptScore W2960265556C31258907 @default.
• W2960265556 hasConceptScore W2960265556C33676613 @default.
• W2960265556 hasConceptScore W2960265556C33923547 @default.
• W2960265556 hasConceptScore W2960265556C41008148 @default.
• W2960265556 hasConceptScore W2960265556C97355855 @default.
• W2960265556 hasConceptScore W2960265556C98763669 @default.
• W2960265556 hasLocation W29602655561 @default.
• W2960265556 hasLocation W29602655562 @default.
• W2960265556 hasLocation W29602655563 @default.
• W2960265556 hasLocation W29602655564 @default.
• W2960265556 hasOpenAccess W2960265556 @default.
• W2960265556 hasPrimaryLocation W29602655561 @default.
• W2960265556 hasRelatedWork W1651728063 @default.
• W2960265556 hasRelatedWork W1984728996 @default.
• W2960265556 hasRelatedWork W2006603314 @default.
• W2960265556 hasRelatedWork W2022987059 @default.

• next