Matches in SemOpenAlex for { <https://semopenalex.org/work/W4366250576> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W4366250576 abstract "In this paper, an optimization problem in the UAV-enabled wireless power transfer system is addressed. The low power (Internet-of-Things)IoT devices proactively communicate with the control center. After that, the control center will dispatch the UAV to charge the low power IoT devices in the shortest time. When dealing with a complex charging environment that consists of a large number of IoT devices, traditional Deep Reinforcement Learning shows bad performance because of the slow convergence. In order to reduce the time complexity, a Categorized Deep Reinforcement Learning is proposed. In the algorithm, both the control center and IoT devices are nodes. Both starting point and destination are selected from the nodes, so a starting point and destination are combined as a node pair. Per each node pair, Deep Reinforcement Learning is applied to calculate the shortest path. The algorithm drastically reduces the learning time of the algorithm and can react fast to guide UAV to charge all low power IoT devices. The real UAV-aided wireless power transfer system is built in the test field to prove the feasibility of the system. The numerical results prove the superiority of the proposed algorithm in solving the UAV charging problem compared with the state-of-arts." @default.
- W4366250576 created "2023-04-20" @default.
- W4366250576 creator A5086227422 @default.
- W4366250576 creator A5089918765 @default.
- W4366250576 date "2023-03-08" @default.
- W4366250576 modified "2023-09-26" @default.
- W4366250576 title "Optimize Path Planning for Drone-based Wireless Power Transfer System by Categorized Reinforcement Learning" @default.
- W4366250576 cites W1601776805 @default.
- W4366250576 cites W2104332709 @default.
- W4366250576 cites W2168826432 @default.
- W4366250576 cites W2746553466 @default.
- W4366250576 cites W2887784286 @default.
- W4366250576 cites W2963258937 @default.
- W4366250576 cites W2971481292 @default.
- W4366250576 cites W2981460880 @default.
- W4366250576 cites W2992227960 @default.
- W4366250576 cites W3005863531 @default.
- W4366250576 cites W3124152587 @default.
- W4366250576 cites W3163738818 @default.
- W4366250576 cites W3165662736 @default.
- W4366250576 cites W3180794942 @default.
- W4366250576 cites W4214856701 @default.
- W4366250576 cites W4214941960 @default.
- W4366250576 cites W4220836618 @default.
- W4366250576 doi "https://doi.org/10.1109/ccwc57344.2023.10099314" @default.
- W4366250576 hasPublicationYear "2023" @default.
- W4366250576 type Work @default.
- W4366250576 citedByCount "0" @default.
- W4366250576 crossrefType "proceedings-article" @default.
- W4366250576 hasAuthorship W4366250576A5086227422 @default.
- W4366250576 hasAuthorship W4366250576A5089918765 @default.
- W4366250576 hasConcept C108037233 @default.
- W4366250576 hasConcept C121332964 @default.
- W4366250576 hasConcept C127413603 @default.
- W4366250576 hasConcept C132525143 @default.
- W4366250576 hasConcept C154945302 @default.
- W4366250576 hasConcept C162324750 @default.
- W4366250576 hasConcept C163258240 @default.
- W4366250576 hasConcept C22590252 @default.
- W4366250576 hasConcept C2777303404 @default.
- W4366250576 hasConcept C2777735758 @default.
- W4366250576 hasConcept C2779423816 @default.
- W4366250576 hasConcept C31258907 @default.
- W4366250576 hasConcept C41008148 @default.
- W4366250576 hasConcept C50522688 @default.
- W4366250576 hasConcept C54355233 @default.
- W4366250576 hasConcept C555944384 @default.
- W4366250576 hasConcept C56685638 @default.
- W4366250576 hasConcept C59519942 @default.
- W4366250576 hasConcept C62520636 @default.
- W4366250576 hasConcept C62611344 @default.
- W4366250576 hasConcept C66938386 @default.
- W4366250576 hasConcept C76155785 @default.
- W4366250576 hasConcept C79403827 @default.
- W4366250576 hasConcept C80444323 @default.
- W4366250576 hasConcept C86803240 @default.
- W4366250576 hasConcept C97541855 @default.
- W4366250576 hasConceptScore W4366250576C108037233 @default.
- W4366250576 hasConceptScore W4366250576C121332964 @default.
- W4366250576 hasConceptScore W4366250576C127413603 @default.
- W4366250576 hasConceptScore W4366250576C132525143 @default.
- W4366250576 hasConceptScore W4366250576C154945302 @default.
- W4366250576 hasConceptScore W4366250576C162324750 @default.
- W4366250576 hasConceptScore W4366250576C163258240 @default.
- W4366250576 hasConceptScore W4366250576C22590252 @default.
- W4366250576 hasConceptScore W4366250576C2777303404 @default.
- W4366250576 hasConceptScore W4366250576C2777735758 @default.
- W4366250576 hasConceptScore W4366250576C2779423816 @default.
- W4366250576 hasConceptScore W4366250576C31258907 @default.
- W4366250576 hasConceptScore W4366250576C41008148 @default.
- W4366250576 hasConceptScore W4366250576C50522688 @default.
- W4366250576 hasConceptScore W4366250576C54355233 @default.
- W4366250576 hasConceptScore W4366250576C555944384 @default.
- W4366250576 hasConceptScore W4366250576C56685638 @default.
- W4366250576 hasConceptScore W4366250576C59519942 @default.
- W4366250576 hasConceptScore W4366250576C62520636 @default.
- W4366250576 hasConceptScore W4366250576C62611344 @default.
- W4366250576 hasConceptScore W4366250576C66938386 @default.
- W4366250576 hasConceptScore W4366250576C76155785 @default.
- W4366250576 hasConceptScore W4366250576C79403827 @default.
- W4366250576 hasConceptScore W4366250576C80444323 @default.
- W4366250576 hasConceptScore W4366250576C86803240 @default.
- W4366250576 hasConceptScore W4366250576C97541855 @default.
- W4366250576 hasLocation W43662505761 @default.
- W4366250576 hasOpenAccess W4366250576 @default.
- W4366250576 hasPrimaryLocation W43662505761 @default.
- W4366250576 hasRelatedWork W1491438836 @default.
- W4366250576 hasRelatedWork W1567864679 @default.
- W4366250576 hasRelatedWork W2033147734 @default.
- W4366250576 hasRelatedWork W2130966263 @default.
- W4366250576 hasRelatedWork W2295679373 @default.
- W4366250576 hasRelatedWork W2950291423 @default.
- W4366250576 hasRelatedWork W2972416255 @default.
- W4366250576 hasRelatedWork W3138760940 @default.
- W4366250576 hasRelatedWork W3189180703 @default.
- W4366250576 hasRelatedWork W4321636904 @default.
- W4366250576 isParatext "false" @default.
- W4366250576 isRetracted "false" @default.
- W4366250576 workType "article" @default.