Scheduling Sensor Duty Cycling Based on Event Detection Using Bi-Directional Long Short-Term Memory and Reinforcement Learning

Scheduling Sensor Duty Cycling Based on Event Detection Using Bi-Directional Long Short-Term Memory and Reinforcement Learning

A smart home provides a facilitated environment for the detection of human activity with appropriate Deep Learning algorithms to manipulate data collected from numerous sensors attached to various smart things in a smart home environment. Human activities comprise expected and unexpected behavior ev...

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Bibliographic Details
Main Authors: Muhammad Diyan, Murad Khan, Bhagya Nathali Silva, Kijun Han
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Sensors
Subjects:
smart homes
event detection
activity detection
deep learning
long-short term memory
sensor duty cycling
Online Access:https://www.mdpi.com/1424-8220/20/19/5498

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