An Energy-Efficient Strategy based on Q-Learning for Energy Harvesting-based Wireless Sensor Network

2021 8th International Conference on Dependable Systems and Their Applications (DSA)(2021)

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摘要
In this paper, we consider a scenario in which the energy consumption transitions from sleep mode to the active mode for energy harvesting wireless sensor network (EHWSN). The sensor’s energy consumption is primarily caused by the communication module. Due to the fact that the energy consumed during sensor state transitions is not the most essential component of the energy consumed, many experimen...
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关键词
Wireless communication,Measurement,Energy consumption,Wireless sensor networks,Reinforcement learning,Energy efficiency,Energy states
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