RLMan: An energy manager based on reinforcement learning for energy harvesting wireless sensor networks
A promising solution for achieving autonomous wireless sensor networks is to enable each
node to harvest energy in its environment. To address the time-varying behavior of energy …
node to harvest energy in its environment. To address the time-varying behavior of energy …
Aces: Automatic configuration of energy harvesting sensors with reinforcement learning
Many modern smart building applications are supported by wireless sensors to sense
physical parameters, given the flexibility they offer and the reduced cost of deployment …
physical parameters, given the flexibility they offer and the reduced cost of deployment …
Fuzzy power management for energy harvesting Wireless Sensor Nodes
Power management is an important issue in the design of Energy Harvesting Wireless
Sensor Networks (EH-WSNs). In this kind of networks, each Energy Harvesting Node (EH …
Sensor Networks (EH-WSNs). In this kind of networks, each Energy Harvesting Node (EH …
EEM-EHWSN: Enhanced energy management scheme in energy harvesting wireless sensor networks
A Bengheni, F Didi, I Bambrik - Wireless Networks, 2019 - Springer
Energy conservation is the main major issue in wireless sensor networks (WSNs). Indeed,
recharging energy sources in WSNs is often too costly, difficult and sometimes impossible …
recharging energy sources in WSNs is often too costly, difficult and sometimes impossible …
Throughput optimal energy neutral management for energy harvesting wireless sensor networks
S Peng, CP Low - 2012 IEEE Wireless Communications and …, 2012 - ieeexplore.ieee.org
Energy harvesting techniques have enabled the provisioning of alternative energy sources
beside the conventional one which is typically provided by the batteries. Using such …
beside the conventional one which is typically provided by the batteries. Using such …
Harvesting-aware energy management for time-critical wireless sensor networks with joint voltage and modulation scaling
B Zhang, R Simon, H Aydin - IEEE Transactions on Industrial …, 2011 - ieeexplore.ieee.org
As Cyber-Physical-Systems (CPSs) evolve they will be increasingly relied on to support time-
critical and performance-intensive monitoring and control activities. Further, many CPSs that …
critical and performance-intensive monitoring and control activities. Further, many CPSs that …
Renewable energy harvesting schemes in wireless sensor networks: A survey
DK Sah, T Amgoth - Information Fusion, 2020 - Elsevier
Abstract Wireless Sensor Networks (WSNs) are emerging as they demands for various
applications, for example, military surveillance, home automation, vehicle tracking …
applications, for example, military surveillance, home automation, vehicle tracking …
Distributed optimization in energy harvesting sensor networks with dynamic in-network data processing
Energy Harvesting Wireless Sensor Networks (EH-WSNs) have been attracting increasing
interest in recent years. Most current EH-WSN approaches focus on sensing and networking …
interest in recent years. Most current EH-WSN approaches focus on sensing and networking …
Q-learning based energy management policies for a single sensor node with finite buffer
KJ Prabuchandran, SK Meena… - IEEE Wireless …, 2012 - ieeexplore.ieee.org
In this paper, we consider the problem of finding optimal energy management policies in the
presence of energy harvesting sources to maximize network performance. We formulate this …
presence of energy harvesting sources to maximize network performance. We formulate this …
Deep deterministic policy gradient (DDPG)-based energy harvesting wireless communications
To overcome the difficulties of charging the wireless sensors in the wild with conventional
energy supply, more and more researchers have focused on the sensor networks with …
energy supply, more and more researchers have focused on the sensor networks with …