Tackling the problem of noisy IoT sensor data in smart agriculture: Regression noise filters for enhanced evapotranspiration prediction.
Juan MartínJosé A. SáezEmilio CorchadoPublished in: Expert Syst. Appl. (2024)
Keyphrases
- sensor data
- smart environments
- noise free
- noisy data
- sensor networks
- noisy environments
- location information
- raw sensor data
- data streams
- median filter
- removing noise
- sensor measurements
- sensor readings
- management system
- noise reduction
- noise level
- missing data
- health monitoring
- smart objects
- human activities
- regression model
- noisy pixels
- multiple sensors
- signal to noise ratio
- sliding window
- sensor nodes
- real time
- sensor data streams
- edge detection
- physical objects
- sensory data
- decision support system
- big data
- data fusion