A New Data Augmentation Method for Time Series Wearable Sensor Data Using a Learning Mode Switching-Based DCGAN.

Haneul Jeon Donghun Lee

Published in: IEEE Robotics Autom. Lett. (2021)

Keyphrases

sensor data
prior knowledge
sensor networks
database
data sets
sensory data
multivariate time series
data points
training data
stream data
learning algorithm
data streams
low cost
environmental monitoring
sensor readings
multiple sensors
historical data
location information
image processing
sensor measurements