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Aug, 2024
Terracorder:感知长久与繁荣
Terracorder: Sense Long and Prosper
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Josh Millar, Sarab Sethi, Hamed Haddadi, Anil Madhavapeddy
TL;DR
本文针对远程环境中在地传感装置的高能耗问题提出了Terracorder,这是一种多传感器设备,采用基于强化学习的调度器显著降低能耗。实验显示,该调度器在电池续航方面表现优异,能够在激活次数减少的情况下捕捉超过80%的事件,进一步改善了设备网络的整体能源效率与稳健性。
Abstract
In-situ
Sensing
devices need to be deployed in remote environments for long periods of time; minimizing their
Power Consumption
is vital for maximising both their operational lifetime and coverage. We introduce T
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