Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312791803> ?p ?o ?g. }
- W4312791803 endingPage "4637" @default.
- W4312791803 startingPage "4625" @default.
- W4312791803 abstract "Due to the open nature of wireless communication, malicious electromagnetic jamming has long been a severe threat to the establishment and stability of communication links. To address this anti-jamming problem, a Markov decision process (MDP) with a two-dimensional action space consisting of transmit frequency and power is proposed in this paper, modeling the interaction between a normal communication link and the presence of malicious jammers in a frequency hopping (FH) communication system. Furthermore, we also prove the existence of the deterministic optimal policy of the proposed model theoretically. To obtain a policy for the communication link to avoid being jammed, the Dual Action Network-Based Deep Reinforcement Learning Algorithm, and Action Feedback Mechanism are proposed. The energy consumption and frequency switching overhead are considered and evaluated in both the proposed model and the algorithm. Finally, the proposed model and algorithm are verified not only in a virtual simulation environment but also in the field testing environment. The result suggests that the proposed algorithm is of great practical value for solving anti-jamming problems." @default.
- W4312791803 created "2023-01-05" @default.
- W4312791803 creator A5042600105 @default.
- W4312791803 creator A5049505223 @default.
- W4312791803 creator A5066288465 @default.
- W4312791803 creator A5069413313 @default.
- W4312791803 date "2023-07-01" @default.
- W4312791803 modified "2023-09-28" @default.
- W4312791803 title "Deep Reinforcement Learning-Based Anti-Jamming Algorithm Using Dual Action Network" @default.
- W4312791803 cites W1501380832 @default.
- W4312791803 cites W1583529801 @default.
- W4312791803 cites W1817402829 @default.
- W4312791803 cites W2033024204 @default.
- W4312791803 cites W2056299910 @default.
- W4312791803 cites W2068245410 @default.
- W4312791803 cites W2085350054 @default.
- W4312791803 cites W2088562872 @default.
- W4312791803 cites W2095975429 @default.
- W4312791803 cites W2743307590 @default.
- W4312791803 cites W2765492968 @default.
- W4312791803 cites W2803641881 @default.
- W4312791803 cites W2807102958 @default.
- W4312791803 cites W2824027552 @default.
- W4312791803 cites W2891654323 @default.
- W4312791803 cites W2906540740 @default.
- W4312791803 cites W2908925415 @default.
- W4312791803 cites W2958231826 @default.
- W4312791803 cites W2963186244 @default.
- W4312791803 cites W2964468371 @default.
- W4312791803 cites W2970269258 @default.
- W4312791803 cites W2975052530 @default.
- W4312791803 cites W2982197112 @default.
- W4312791803 cites W2982605438 @default.
- W4312791803 cites W2991708646 @default.
- W4312791803 cites W3013647277 @default.
- W4312791803 cites W3022342895 @default.
- W4312791803 cites W3028371439 @default.
- W4312791803 cites W3028752302 @default.
- W4312791803 cites W3037207668 @default.
- W4312791803 cites W3045715216 @default.
- W4312791803 cites W3117089396 @default.
- W4312791803 cites W3158743991 @default.
- W4312791803 cites W3189886891 @default.
- W4312791803 cites W4214717370 @default.
- W4312791803 doi "https://doi.org/10.1109/twc.2022.3227575" @default.
- W4312791803 hasPublicationYear "2023" @default.
- W4312791803 type Work @default.
- W4312791803 citedByCount "0" @default.
- W4312791803 crossrefType "journal-article" @default.
- W4312791803 hasAuthorship W4312791803A5042600105 @default.
- W4312791803 hasAuthorship W4312791803A5049505223 @default.
- W4312791803 hasAuthorship W4312791803A5066288465 @default.
- W4312791803 hasAuthorship W4312791803A5069413313 @default.
- W4312791803 hasConcept C105795698 @default.
- W4312791803 hasConcept C106189395 @default.
- W4312791803 hasConcept C111919701 @default.
- W4312791803 hasConcept C112972136 @default.
- W4312791803 hasConcept C11413529 @default.
- W4312791803 hasConcept C119857082 @default.
- W4312791803 hasConcept C121332964 @default.
- W4312791803 hasConcept C122962297 @default.
- W4312791803 hasConcept C124952713 @default.
- W4312791803 hasConcept C142362112 @default.
- W4312791803 hasConcept C154945302 @default.
- W4312791803 hasConcept C159886148 @default.
- W4312791803 hasConcept C188116033 @default.
- W4312791803 hasConcept C2779079576 @default.
- W4312791803 hasConcept C2779960059 @default.
- W4312791803 hasConcept C2780980858 @default.
- W4312791803 hasConcept C33923547 @default.
- W4312791803 hasConcept C41008148 @default.
- W4312791803 hasConcept C555944384 @default.
- W4312791803 hasConcept C76155785 @default.
- W4312791803 hasConcept C97355855 @default.
- W4312791803 hasConcept C97541855 @default.
- W4312791803 hasConceptScore W4312791803C105795698 @default.
- W4312791803 hasConceptScore W4312791803C106189395 @default.
- W4312791803 hasConceptScore W4312791803C111919701 @default.
- W4312791803 hasConceptScore W4312791803C112972136 @default.
- W4312791803 hasConceptScore W4312791803C11413529 @default.
- W4312791803 hasConceptScore W4312791803C119857082 @default.
- W4312791803 hasConceptScore W4312791803C121332964 @default.
- W4312791803 hasConceptScore W4312791803C122962297 @default.
- W4312791803 hasConceptScore W4312791803C124952713 @default.
- W4312791803 hasConceptScore W4312791803C142362112 @default.
- W4312791803 hasConceptScore W4312791803C154945302 @default.
- W4312791803 hasConceptScore W4312791803C159886148 @default.
- W4312791803 hasConceptScore W4312791803C188116033 @default.
- W4312791803 hasConceptScore W4312791803C2779079576 @default.
- W4312791803 hasConceptScore W4312791803C2779960059 @default.
- W4312791803 hasConceptScore W4312791803C2780980858 @default.
- W4312791803 hasConceptScore W4312791803C33923547 @default.
- W4312791803 hasConceptScore W4312791803C41008148 @default.
- W4312791803 hasConceptScore W4312791803C555944384 @default.
- W4312791803 hasConceptScore W4312791803C76155785 @default.
- W4312791803 hasConceptScore W4312791803C97355855 @default.
- W4312791803 hasConceptScore W4312791803C97541855 @default.
- W4312791803 hasFunder F4320321001 @default.