EdgeSL: Edge-Computing Architecture on Smart Lighting Control With Distilled KNN for Optimum Processing Time

EdgeSL: Edge-Computing Architecture on Smart Lighting Control With Distilled KNN for Optimum Processing Time

Our previous research applied a novel classification-integrated moving average (CIMA) method, an intelligence method that improves the performance of passive infrared (PIR) sensors in smart lighting to make control more comfortable for the user. However, intelligence, closely related to cloud deploy...

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Bibliographic Details
Main Authors: Aji Gautama Putrada, Maman Abdurohman, Doan Perdana, Hilal Hudan Nuha
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Edge-computing
model compression
smart lighting
knowledge distillation
k-nearest neighbor
Online Access:https://ieeexplore.ieee.org/document/10158677/

Internet

https://ieeexplore.ieee.org/document/10158677/

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