Dynamic Energy Management for Perpetual Operation of Energy Harvesting Wireless Sensor Node Using Fuzzy Q-Learning

Dynamic Energy Management for Perpetual Operation of Energy Harvesting Wireless Sensor Node Using Fuzzy Q-Learning

In an energy harvesting wireless sensor node (EHWSN), balance of energy harvested and consumption using dynamic energy management to achieve the goal of perpetual operation is one of the most important research topics. In this study, a novel fuzzy Q-learning (FQL)-based dynamic energy management (FQ...

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Bibliographic Details
Main Authors: Hsu, R.C (Author), Lin, T.-H (Author), Su, P.-C (Author)
Format: Article
Language:English
Published: MDPI 2022
Subjects:
Balance of energies
Decision trees
Duty-cycle
dynamic energy management
Dynamic energy managements
Energy
Energy harvesting
energy harvesting wireless sensor node
Energy harvesting wireless sensor node
Energy management
energy neutrality
Energy neutrality
Energy utilization
Fuzzy inference
fuzzy Q-learning
Fuzzy rules
Fuzzy-Q-learning
Learning algorithms
perpetual operation
Perpetual operation
Quality control
Reinforcement learning
Research topics
Sensor nodes
Wireless sensor node
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