Case 07 · signal
Denoising the Signal
CONVOLUTIONAL AUTOENCODER · DSP
research
Accelerometer data is noisy. Classical filters trade detail for smoothness.
A fully convolutional autoencoder learns to denoise while preserving the information that matters — a cleaner input for everything downstream, from wearables to mobile sensing.
apparatus
- Autoencoders
- Signal Processing
- TensorFlow