Synthetic Sensor Measurement Generation With Noise Learning and Multi-Modal Information

Synthetic Sensor Measurement Generation With Noise Learning and Multi-Modal Information

Deep learning has transformed data generation, particularly in creating synthetic sensor data. This capability is invaluable in fields like autonomous driving, robotics, and computer science. To achieve this, we train models using real data, enabling them to replicate sensor data closely. These mode...

Full description

Bibliographic Details
Main Authors: Fabrizio Romanelli, Francesco Martinelli
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Convolutional neural networks (CNNs)
deep neural networks (DNNs)
denoising autoencoder (DAE)
long short-term memory (LSTM)
artificial neural networks (ANNs)
machine learning (ML)
Online Access:https://ieeexplore.ieee.org/document/10278111/

Similar Items

Similar Items