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A machine-learning assisted measurement device for circadian lighting based on spectral sensors

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成果类型:
期刊论文
作者:
Huang, Jianling;Zeng, Cheng;Huang, Meicong;Chai, Yaling;Ke, Shanrong;...
通讯作者:
Zhu, Lihong;Guo, ZQ
作者机构:
[Ke, Shanrong; Xu, Da; Guo, Ziquan; Guo, ZQ; Huang, Jianling; Lu, Yijun; Zeng, Cheng; Huang, Meicong; Liao, Xinqin; Zhu, Lihong; Chen, Zhong] Xiamen Univ, Natl Model Microelect Coll, Sch Elect Sci & Engn, Dept Elect Sci, Xiamen 361005, Peoples R China.
[Chai, Yaling] Cent South Univ Forestry & Technol, Coll Mat Sci & Engn, Changsha 410004, Peoples R China.
[Zheng, Lili] Xiamen City Univ, Sch Artificial Intelligence, Xiamen 361000, Peoples R China.
通讯机构:
[Guo, ZQ ; Zhu, LH] X
Xiamen Univ, Natl Model Microelect Coll, Sch Elect Sci & Engn, Dept Elect Sci, Xiamen 361005, Peoples R China.
语种:
英文
关键词:
Circadian lighting;Multi-channel spectral sensors;Spectral power distribution;Machine learning
期刊:
OPTICS AND LASERS IN ENGINEERING
ISSN:
0143-8166
年:
2025
卷:
184
基金类别:
National Natural Science Foun-dation of China [52202117]; Natural Science Foundation of Fujian Province [2022J01065]; State Key Lab of Advanced Metals and Materials [2022-Z09]; Fundamental Research Funds for the Central Universities [20720220075]
机构署名:
本校为其他机构
院系归属:
材料科学与工程学院
摘要:
Light has an undeniable impact on the human body, as it can to some extent affect hormone secretion and emotional changes. Spectral power distribution (SPD) is the main indicator for evaluating the quality of light sources, but traditional spectral measurement equipment is bulky and expensive, and cannot be widely used in our daily life. In order to fill this gap, this article designs a low-cost and small lighting measurement device for measuring the circadian lighting, which obtains spectral data from 8 channels in the visible light range through multi-channel spectral sensors. Machine learni...

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