AI for Radar
Labeling of radar signals, simulated radar signals to train machine and deep learning models, target classification, signal classification
You can label radar signals using the Signal Labeler app. Augment datasets by simulating radar waveforms and echos for objects with simple geometries such as cylinders and cones. Simulate micro-Doppler signatures of animated objects such as helicopters, pedestrians and bicyclists. Train machine learning and deep learning networks to classify targets and signals.
- Hand Gesture Classification Using Radar Signals and Deep Learning (Deep Learning Toolbox)
Classify ultra-wideband impulse radar signal data using a MISO convolutional neural network.
- Human Health Monitoring Using Continuous Wave Radar and Deep Learning (Deep Learning Toolbox)
Reconstruct electrocardiogram signals using a bidirectional long short-term memory network and wavelet multiresolution analysis.