Missing_Data_Imputation_in_IoT_Sensor_Networks__Implications_for_On_site_Sensor_Calibration-2.pdf (2.65 MB)
Download fileMissing Data Imputation on IoT Sensor Networks: Implications for on-site Sensor Calibration
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.