UNLOCKING RADAR FOR AI
Smart radar processing and simulation.
We tap into 4D radar data to make them accessible to AI interpretation.
Compared to camera and lidar, radar data seems highly abstract to the human observer. However, with proficient processing, the benefits of radar clearly outweigh this apparent obstacle: Radar sensors are highly robust to vision limitations. In addition, smart preprocessing significantly reduces data rates.
MOVEMENT DATA MINING
Radar enables an unparalleled analysis of behavioral and movement patterns. Gait (walking) or idle poses are highly dependent on the individual. Even small movements like gestures and breathing can be processed by radar. We can go even deeper: Radar can resolve skin vibrations caused by the heartbeat and therefore enable contactless pulse monitoring.
INDIVIDUAL TRACKING
Individual movement profiles can be tracked through any environment.
VITALS
Contactless pulse monitoring through skin vibrations.
SURVEILLANCE
Virtual fencing for areas or equipment.
AUTHENTICATION
Movement profiles combined with vitals are potent enablers for authentication.
RADAR SIMULATION
Radar simulation is an efficient tool to test and validate short range radar solutions for mobility or surveillance. It is also crucial to generate proficient synthetic data for machine learning.
On the left you can see a radar simulation snippet we generated.
Also feel free to check out project AuRoRaS as a reference.
