Long-Term Evaluation and Calibration of Low-Cost Particulate Matter (PM) Sensor

Long-Term Evaluation and Calibration of Low-Cost Particulate Matter (PM) Sensor

Low-cost light scattering particulate matter (PM) sensors have been widely researched and deployed in order to overcome the limitations of low spatio-temporal resolution of government-operated beta attenuation monitor (BAM). However, the accuracy of low-cost sensors has been questioned, thus impedin...

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Bibliographic Details
Main Authors: Hoochang Lee, Jiseock Kang, Sungjung Kim, Yunseok Im, Seungsung Yoo, Dongjun Lee
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Sensors
Subjects:
particulate matter (PM)
low-cost sensor
calibration
multivariate linear regression (MLR)
multilayer perceptron (MLP)
segmented model and residual treatment (SMART) calibration
Online Access:https://www.mdpi.com/1424-8220/20/13/3617

Internet

https://www.mdpi.com/1424-8220/20/13/3617

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