Automotive FMCW Radar: DDM MIMO Processing
A hands-on workshop focused on the practical implementation and analysis of DDM MIMO processing for automotive FMCW radar.
The complete signal-processing chain is developed around real AWR2243 measurements, from raw ADC data through range, Doppler, transmitter separation, and angle processing to multi-dimensional radar visualization. Synchronized camera footage is used as a visual reference for interpreting and validating the recorded radar scenes.
What You'll LearnUnderstand how Doppler Division Multiplexing enables simultaneous transmission from multiple antennas and how transmit channels are encoded in the Doppler domain.
DDM MIMO Fundamentals
Separate the multiplexed transmit channels, resolve the DDM encoding, and reconstruct the virtual antenna data required for spatial processing.
DDM MIMO Reconstruction
Process raw FMCW ADC data to generate range and velocity information and analyze the effect of DDM modulation in the Range–Doppler domain.
Range and Doppler Processing
Build the MIMO virtual array from the separated transmit and receive channels and estimate target direction.
Target Detection
Estimate target direction using the virtual antenna array, resolve angular information from detected targets, and generate angular representations of the radar scene.
DoA Estimation
Group detected radar points into target clusters using DBSCAN, separate spatially distinct objects, and prepare clustered detections for higher-level scene interpretation.
Target Segmentation
Website Workshop
Extended Workshop
Udemy
Light Workshop Edition