Utility-aware charging scheduling for multiple mobile chargers in large-scale wireless rechargeable sensor networks

W Ouyang, X Liu, MS Obaidat, C Lin… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Mobile charging can provide stable and reliable energy replenishment for wireless
rechargeable sensor network (WRSN). However, relatively low charging utility exists in …

Dynamic charging scheme problem with actor–critic reinforcement learning

M Yang, N Liu, L Zuo, Y Feng, M Liu… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
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 …

Adaptive online mobile charging for node failure avoidance in wireless rechargeable sensor networks

J Zhu, Y Feng, M Liu, G Chen, Y Huang - Computer Communications, 2018 - Elsevier
Recent breakthrough progress of wireless energy transfer technology and rechargeable
lithium battery technology emerge the Wireless Rechargeable Sensor Networks (WRSNs) …

Genetic algorithm-based periodic charging scheme for energy depletion avoidance in wrsns

TT Huong, P Le Nguyen, HTT Binh… - 2020 IEEE Wireless …, 2020 - ieeexplore.ieee.org
Thanks to the advancements in wireless power transfer technologies, a new paradigm of
wireless sensor network (WSNs) called wireless rechargeable sensor networks (WRSNs) …

Attention-shared multi-agent actor–critic-based deep reinforcement learning approach for mobile charging dynamic scheduling in wireless rechargeable sensor …

C Jiang, Z Wang, S Chen, J Li, H Wang, J Xiang… - Entropy, 2022 - mdpi.com
The breakthrough of wireless energy transmission (WET) technology has greatly promoted
the wireless rechargeable sensor networks (WRSNs). A promising method to overcome the …

RCSS: A real-time on-demand charging scheduling scheme for wireless rechargeable sensor networks

P Zhong, Y Zhang, S Ma, X Kui, J Gao - Sensors, 2018 - mdpi.com
With the emergence of edge computing, a large number of devices such as sensor nodes
have been deployed in the edge network to sense and process data. However, how to …

Efficient mobile energy replenishment scheme based on hybrid mode for wireless rechargeable sensor networks

Y Feng, L Guo, X Fu, N Liu - IEEE Sensors Journal, 2019 - ieeexplore.ieee.org
Wireless charging is a greatly promising technology to resolve the energy limitation problem
suffered by wireless sensor networks. In this paper, we propose an efficient mobile energy …

Q-learning-based, Optimized On-demand Charging Algorithm in WRSN

P Le Nguyen, TH Nguyen… - 2020 IEEE 19th …, 2020 - ieeexplore.ieee.org
This paper introduces a novel charging strategy for wireless rechargeable sensor networks
(WRSNs), in which a mobile charger (MC) moves and wirelessly transfers the power to the …

Mobile charging strategy for wireless rechargeable sensor networks

TS Chen, JJ Chen, XY Gao, TC Chen - Sensors, 2022 - mdpi.com
In a wireless sensor network, the sensing and data transmission for sensors will cause
energy depletion, which will lead to the inability to complete the tasks. To solve this problem …

An on-demand charging for connected target coverage in WRSNs using fuzzy logic and Q-Learning

PL Nguyen, VQ La, AD Nguyen, TH Nguyen, K Nguyen - Sensors, 2021 - mdpi.com
In wireless rechargeable sensor networks (WRSNs), a mobile charger (MC) moves around
to compensate for sensor nodes' energy via a wireless medium. In such a context, designing …