Research on Smart Classroom Lighting System Based on Edge Computing and Deep Learning
ZHANG Xiaolong
Abstract：Smart classrooms are important carriers of educational informatization.However,the lighting systems in smart classrooms generally have limited perception capabilities,rely on cloud computing which causes delays and privacy risks,and their control strategies do not fully meet actual needs.Therefore,this paper designs a smart classroom lighting system based on edge computing,which integrates multimodal perception technology and lightweight deep learning algorithms to achieve real-time,precise and adaptive control of the classroom lighting environment.
Keywords：smart classroomedge computingdeep learningYOLOv11human factors lighting
Publication Date：2026-02-25
Online Publishing Date：2026-03-12(First online date of this platform, not the publication date of the document)
Pages：3( 145-147 )