• Journal of Terahertz Science and Electronic Information Technology
  • Vol. 20, Issue 4, 393 (2022)
LIU Yang1、*, WANG Jun1、2, and WU Yunpeng11
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    DOI: 10.11805/tkyda2020729 Cite this Article
    LIU Yang, WANG Jun, WU Yunpeng1. WRSN charging path planning algorithm for improved Q-Learning[J]. Journal of Terahertz Science and Electronic Information Technology , 2022, 20(4): 393 Copy Citation Text show less
    References

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    [3] HE L,KONG L,GU Y,et al. Evaluating the on-demand mobile charging in Wireless Sensor Networks[J]. IEEE Transactions on Mobile Computing, 2015,14(9):1861-1875.

    [6] LI F Y,QIN J H,ZHENG W X. Distributed Q-Learning based online optimization algorithm for unit commitment and dispatch in smart grid[J]. IEEE Transactions on Cybernetics, 2019,50(9):4146-4156.

    [7] YUAN Y L, YU Z L, GU Z H, et al. A novel multi-step Q-learning method to improve data efficiency for deep reinforcement learning[J]. Knowledge-Based Systems, 2019,175(1):107-117.

    [9] NISIOTI E,THOMOS N. Fast Q-learning for improved finite length performance of irregular repetition slotted ALOHA[J]. IEEE Transactions on Cognitive Communications and Networking, 2020,6(2):844-857.

    [10] XIAO L, XU D J, XIE C X, et al. Cloud storage defense against advanced persistent threats: a prospect theoretic study[J]. IEEE Journal on Selected Areas in Communications, 2017,35(3):534-544.

    [11] DABBAGHJAMANESH M, MOEINI A, KAVOUSI-FARD A. Reinforcement learning-based load forecasting of electric vehicle charging station using Q-learning technique[J]. IEEE Transactions on Industrial Informatics, 2021,17(6):4229-4237.

    [12] NAJEEB N, DETWEILER C. Extending Wireless Rechargeable Sensor Network life without full knowledge[J]. Sensors(Basel,Switzerland), 2017,17(7):200-227.

    [14] LIN C, ZHOU J Z, GUO C Y. TSCA: a temporal-spatial real-time charging scheduling algorithm for on-demand architecture in Wireless Rechargeable Sensor Networks[J]. IEEE Transactions on Mobile Computing, 2018,17(1):211-224.

    [16] TONY A, HIRYANTO L. A review on energy harvesting and storage for rechargeable wireless sensor networks[J]. IOP Conference Series:Materials Science and Engineering, 2019,42(8):386-474.

    LIU Yang, WANG Jun, WU Yunpeng1. WRSN charging path planning algorithm for improved Q-Learning[J]. Journal of Terahertz Science and Electronic Information Technology , 2022, 20(4): 393
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