Energy Harvesting Aware Multi-Hop Routing Policy in Distributed IoT System Based on Multi-Agent Reinforcement Learning

Wen Zhang,Tao Liu,Mimi Xie,Longzhuang Li,Dulal Kar,Chen Pan

2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC)（2022）

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摘要

Energy harvesting technologies offer a promising solution to sustainably power an ever-growing number of Internet of Things (IoT) devices. However, due to the weak and transient natures of energy harvesting, IoT devices have to work intermittently rendering conventional routing policies and energy allocation strategies impractical. To this end, this paper, for the very first time, developed a dist...

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关键词

Training,Spread spectrum communication,Routing,Rendering (computer graphics),Inference algorithms,Energy harvesting,Resource management

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