Predictive Driver Incapacitation & Autonomous Risk Mitigation

CarePrediction detects neurological and metabolic acute events up to 60 seconds before total loss of consciousness occurs. By fusing multi-modal steering wheel vibration acoustics with high-frame-rate infrared gaze telemetry, it seamlessly executes ISO 26262 ASIL D Minimum Risk Maneuvers (MRM).

Bridging the Gap Between Biological Crisis and Automated Vehicle Safety

When a driver suffers acute hypoglycemia or a stroke, muscle tone vanishes or turns spastic. CarePrediction decouples human control and transitions the drive-by-wire steering and brake actuators into autonomous fail-safe trajectory trackers without causing spin-outs.

Core Engineering Areas

• Hypoglycemic Micro-Tremor Sensing — Using ultra-sensitive piezo-electric accelerometers in the steering column to isolate the characteristic 8 to 12 Hz autonomic tremors signaling neuroglycopenic hypoglycemia.
• Epileptic Seizure Forecasting — Tracking pre-ictal involuntary micro-saccades, sudden tonic head turning, and loss of voluntary blinking that precede generalized tonic-clonic seizures.
• Safe-Stop Emergency Maneuver — Executing an ISO 26262 ASIL D verified autonomous pull-over protocol: the vehicle smoothly navigates across 3 lanes of highway traffic to the right-hand shoulder.

Technical Articles

• Extracting Diabetic Micro-Tremor Signatures from Steering Column Accelerometers
• Motion Planning for Minimum Risk Maneuvers Under Sudden Driver Incapacitation

Related Cluster Architecture Specifications

• AutomotiveSDV — Full SDV Stack & Reference Architecture
• A2HCard — Agent-to-Human (A2H) Interface Cards & In-Cabin Autonomous Interaction Manifests
• A2HumanCard — Standardized In-Vehicle AI Agent Capability Discovery, Trust & Authorization Cards
• AIDrivenSynBio — AI-Driven Synthetic Biology for Automotive In-Cabin Air Purification, Bio-Engineered Pathogen Scavengers & Molecular Biosensors