GAN Based Noise Generation to Aid Activity Recognition when Augmenting Measured WiFi Radar Data with Simulations.
Shelly VishwakarmaChong TangWenda LiKarl WoodbridgeRaviraj AdveKevin ChettyPublished in: ICC Workshops (2021)
Keyphrases
- activity recognition
- wifi
- radar data
- smart home
- human activities
- radar images
- synthetic aperture
- action recognition
- wireless networks
- end to end
- mobile devices
- wireless communication
- additive noise
- multiplicative noise
- smart phones
- ad hoc networks
- imaging process
- mobile applications
- location information
- urban environments
- synthetic aperture radar
- satellite images
- noise reduction
- transfer learning
- context aware