FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3040201329> ?p ?o ?g. }

• W3040201329 endingPage "380" @default.
• W3040201329 startingPage "370" @default.
• W3040201329 abstract "The energy problem is one of the most important challenges in the application of sensor networks. With the development of wireless charging technology and intelligent mobile charger (MC), the energy problem can be solved by the wireless charging strategy. In the practical application of wireless rechargeable sensor networks (WRSNs), the energy consumption rate of nodes is dynamically changed due to many uncertainties, such as the death and different transmission tasks of sensor nodes. However, existing works focus on on-demand schemes, which not fully consider real-time global charging scheduling. In this article, a novel dynamic charging scheme (DCS) in WRSN based on the actor-critic reinforcement learning (ACRL) algorithm is proposed. In the ACRL, we introduce gated recurrent units (GRUs) to capture the relationships of charging actions in time sequence. Using the actor network with one GRU layer, we can pick up an optimal or near-optimal sensor node from candidates as the next charging target more quickly and speed up the training of the model. Meanwhile, we take the tour length and the number of dead nodes as the reward signal. Actor and critic networks are updated by the error criterion function of R and V. Compared with current on-demand charging scheduling algorithms, extensive simulations show that the proposed ACRL algorithm surpasses heuristic algorithms, such as the Greedy, DP, nearest job next with preemption, and TSCA in the average lifetime and tour length, especially against the size and complexity increasing of WRSNs." @default.
• W3040201329 created "2020-07-10" @default.
• W3040201329 creator A5000229589 @default.
• W3040201329 creator A5005586952 @default.
• W3040201329 creator A5025025019 @default.
• W3040201329 creator A5049512581 @default.
• W3040201329 creator A5072804096 @default.
• W3040201329 creator A5089625633 @default.
• W3040201329 creator A5089989183 @default.
• W3040201329 date "2021-01-01" @default.
• W3040201329 modified "2023-10-18" @default.
• W3040201329 title "Dynamic Charging Scheme Problem With Actor–Critic Reinforcement Learning" @default.
• W3040201329 cites W1507616130 @default.
• W3040201329 cites W1965823919 @default.
• W3040201329 cites W1977789451 @default.
• W3040201329 cites W1985705155 @default.
• W3040201329 cites W1987103456 @default.
• W3040201329 cites W1987132100 @default.
• W3040201329 cites W1990679024 @default.
• W3040201329 cites W1992600371 @default.
• W3040201329 cites W1996437502 @default.
• W3040201329 cites W2022739345 @default.
• W3040201329 cites W2030316176 @default.
• W3040201329 cites W2042455779 @default.
• W3040201329 cites W2075900772 @default.
• W3040201329 cites W2089066744 @default.
• W3040201329 cites W2092474425 @default.
• W3040201329 cites W2097240734 @default.
• W3040201329 cites W2098035730 @default.
• W3040201329 cites W2116385515 @default.
• W3040201329 cites W2126805955 @default.
• W3040201329 cites W2132895032 @default.
• W3040201329 cites W2138523874 @default.
• W3040201329 cites W2161152645 @default.
• W3040201329 cites W2170239483 @default.
• W3040201329 cites W2249625186 @default.
• W3040201329 cites W2346504534 @default.
• W3040201329 cites W2473702230 @default.
• W3040201329 cites W2597129839 @default.
• W3040201329 cites W2602020924 @default.
• W3040201329 cites W2602731713 @default.
• W3040201329 cites W2612005382 @default.
• W3040201329 cites W2712101529 @default.
• W3040201329 cites W2739942511 @default.
• W3040201329 cites W2780067782 @default.
• W3040201329 cites W2783740565 @default.
• W3040201329 cites W2803817764 @default.
• W3040201329 cites W2808181390 @default.
• W3040201329 cites W2914692474 @default.
• W3040201329 cites W2946731680 @default.
• W3040201329 cites W2957579942 @default.
• W3040201329 cites W2961616887 @default.
• W3040201329 cites W2969904870 @default.
• W3040201329 cites W3104612859 @default.
• W3040201329 doi "https://doi.org/10.1109/jiot.2020.3005598" @default.
• W3040201329 hasPublicationYear "2021" @default.
• W3040201329 type Work @default.
• W3040201329 sameAs 3040201329 @default.
• W3040201329 citedByCount "19" @default.
• W3040201329 countsByYear W30402013292021 @default.
• W3040201329 countsByYear W30402013292022 @default.
• W3040201329 countsByYear W30402013292023 @default.
• W3040201329 crossrefType "journal-article" @default.
• W3040201329 hasAuthorship W3040201329A5000229589 @default.
• W3040201329 hasAuthorship W3040201329A5005586952 @default.
• W3040201329 hasAuthorship W3040201329A5025025019 @default.
• W3040201329 hasAuthorship W3040201329A5049512581 @default.
• W3040201329 hasAuthorship W3040201329A5072804096 @default.
• W3040201329 hasAuthorship W3040201329A5089625633 @default.
• W3040201329 hasAuthorship W3040201329A5089989183 @default.
• W3040201329 hasConcept C108037233 @default.
• W3040201329 hasConcept C11413529 @default.
• W3040201329 hasConcept C119599485 @default.
• W3040201329 hasConcept C120314980 @default.
• W3040201329 hasConcept C126255220 @default.
• W3040201329 hasConcept C127413603 @default.
• W3040201329 hasConcept C154945302 @default.
• W3040201329 hasConcept C173801870 @default.
• W3040201329 hasConcept C206729178 @default.
• W3040201329 hasConcept C24590314 @default.
• W3040201329 hasConcept C2780165032 @default.
• W3040201329 hasConcept C31258907 @default.
• W3040201329 hasConcept C33923547 @default.
• W3040201329 hasConcept C41008148 @default.
• W3040201329 hasConcept C41971633 @default.
• W3040201329 hasConcept C51823790 @default.
• W3040201329 hasConcept C555944384 @default.
• W3040201329 hasConcept C76155785 @default.
• W3040201329 hasConcept C79403827 @default.
• W3040201329 hasConcept C97541855 @default.
• W3040201329 hasConceptScore W3040201329C108037233 @default.
• W3040201329 hasConceptScore W3040201329C11413529 @default.
• W3040201329 hasConceptScore W3040201329C119599485 @default.
• W3040201329 hasConceptScore W3040201329C120314980 @default.
• W3040201329 hasConceptScore W3040201329C126255220 @default.
• W3040201329 hasConceptScore W3040201329C127413603 @default.
• W3040201329 hasConceptScore W3040201329C154945302 @default.
• W3040201329 hasConceptScore W3040201329C173801870 @default.

• next