Performance Comparison of 1D and 2D Convolutional Neural Networks for Real-Time Classification of Time Series Sensor Data.
Syed Maaz ShahidSunghoon KoSungoh KwonPublished in: ICOIN (2022)
Keyphrases
- sensor data
- real time
- health monitoring
- sensor networks
- convolutional neural networks
- sensor data streams
- data streams
- low cost sensors
- heterogeneous sensor networks
- human activities
- sensor measurements
- multiple sensors
- sensor readings
- data sets
- raw sensor data
- sensory data
- smart environments
- physical objects
- stream data
- multi sensor
- software agents
- convolutional network
- software engineering
- multiscale
- image processing