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Missing_Data_Imputation_in_IoT_Sensor_Networks__Implications_for_On_site_Sensor_Calibration-2.pdf (2.65 MB)

Missing Data Imputation on IoT Sensor Networks: Implications for on-site Sensor Calibration

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posted on 12.08.2021, 15:25 by Nwamaka OkaforNwamaka Okafor, Declan Delaney
IoT sensors are becoming increasingly important supplement to traditional monitoring systems, particularly for in-situ based monitoring. However, data collection based on IoT sensors are often plagued with missing values usually occurring as a result of sensor faults, network failures, drifts and other operational issues.

Funding

Sclumberger Foundation

SmartBOG project under EPA Research Programme 2014-2020 42617/03

Tetfund-Nigeria

History

Email Address of Submitting Author

nwamaka.okafor@ucdconnect.ie

ORCID of Submitting Author

https://orcid.org/0000-0001-5571-229X

Submitting Author's Institution

University College Dublin

Submitting Author's Country

Ireland