A deep reinforcement learning approach for online mobile charging scheduling with optimal quality of sensing coverage in wireless rechargeable sensor networks
J Li, H Wang, C Jiang, W Xiao - Ad Hoc Networks, 2024 - Elsevier
Mobile charging provides a new energy replenishment technology for Wireless
Rechargeable Sensor Network (WRSN), where the Mobile Charger (MC) is employed for …
Rechargeable Sensor Network (WRSN), where the Mobile Charger (MC) is employed for …
A reinforcement learning based mobile charging sequence scheduling algorithm for optimal sensing coverage in wireless rechargeable sensor networks
J Li, H Wang, W Xiao - Journal of Ambient Intelligence and Humanized …, 2024 - Springer
Mobile charging provides a new way for energy replenishment in the Wireless
Rechargeable Sensor Network (WRSN), where the Mobile Charger (MC) is employed for …
Rechargeable Sensor Network (WRSN), where the Mobile Charger (MC) is employed for …
Deep reinforcement learning approach with hybrid action space for mobile charging in wireless rechargeable sensor networks
C Jiang, W Chen, X Chen, S Zhang, W Xiao - Expert Systems with …, 2024 - Elsevier
Mobile charging is feasible to deal with the energy-constrained problem in wireless
rechargeable sensor networks (WRSNs). The mobile chargers (MCs) are usually employed …
rechargeable sensor networks (WRSNs). The mobile chargers (MCs) are usually employed …
A DRL-based Partial Charging Algorithm for Wireless Rechargeable Sensor Networks
Breakthroughs in Wireless Energy Transfer (WET) technologies have revitalized Wireless
Rechargeable Sensor Networks (WRSNs). However, how to schedule mobile chargers …
Rechargeable Sensor Networks (WRSNs). However, how to schedule mobile chargers …
A deep reinforcement learning-based on-demand charging algorithm for wireless rechargeable sensor networks
Wireless rechargeable sensor networks are widely used in many fields. However, the limited
battery capacity of sensor nodes hinders its development. With the help of wireless energy …
battery capacity of sensor nodes hinders its development. With the help of wireless energy …
[HTML][HTML] Deep reinforcement learning–based online one-to-multiple charging scheme in wireless rechargeable sensor network
Z Gong, H Wu, Y Feng, N Liu - Sensors, 2023 - mdpi.com
Wireless rechargeable sensor networks (WRSN) have been emerging as an effective
solution to the energy constraint problem of wireless sensor networks (WSN). However, most …
solution to the energy constraint problem of wireless sensor networks (WSN). However, most …
[HTML][HTML] Attention-shared multi-agent actor–critic-based deep reinforcement learning approach for mobile charging dynamic scheduling in wireless rechargeable …
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 …
the wireless rechargeable sensor networks (WRSNs). A promising method to overcome the …
Deep Reinforcement Learning-based Joint Sequence Scheduling and Trajectory Planning in Wireless Rechargeable Sensor Networks
C Jiang, W Chen, Z Wang, W Xiao - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Mobile charging has become a popular and efficient method for replenishing energy. This is
done with a mobile charger (MC) and wireless energy transfer technology (WET), which …
done with a mobile charger (MC) and wireless energy transfer technology (WET), which …
RLR: Joint reinforcement learning and attraction reward for mobile charger in wireless rechargeable sensor networks
C Shang, CY Chang, WH Liao… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Advances in wireless charging technology give great new opportunities for extending the
lifetime of a wireless sensor network (WSN) which is an important infrastructure of IoT …
lifetime of a wireless sensor network (WSN) which is an important infrastructure of IoT …
Reinforcement learning for a novel mobile charging strategy in wireless rechargeable sensor networks
The charging strategy for the mobile charger (MC) has been a hot research topic in wireless
rechargeable sensor networks. We focus on the charging path for the MC, since the MC …
rechargeable sensor networks. We focus on the charging path for the MC, since the MC …