Virtual Sensor Creation to Replace Faulty Sensors Using Automated Machine Learning Techniques.
Eushay Bin IlyasMarten FischerThorben IggenaRalf TönjesPublished in: GIoTS (2020)
Keyphrases
- sensor data
- sensor networks
- fiber bragg grating
- multi sensor
- sensor fusion
- sensor technology
- laser range finder
- sensor readings
- multiple sensors
- vision sensor
- micro controller
- imaging sensors
- machine learning
- sensor placement
- sensor measurements
- sensor array
- high sensitivity
- sensed data
- single sensor
- real time
- data fusion
- augmented reality
- virtual environment
- wireless sensor
- sensory data
- virtual world
- physical environment
- range sensors
- sensing devices
- data streams
- mobile robot
- machine learning algorithms
- fully automated
- human operators
- virtual reality
- vision sensors
- time of flight
- data acquisition
- sensory information
- machine learning methods
- creation process
- energy consumption
- wireless sensor networks
- wireless sensor nodes
- model based diagnosis
- mobile sensor
- visual sensor
- sensor data streams
- central processor
- semi automated