Number: 20 2026 100 129
Jurisdiction: Germany
IPC: G08G 1/16
Registered: 2026-03-04
Integrated V2X-Based Cloud-Enhanced Predictive Risk Mitigation System for Heavy Commercial Vehicles
Predictive Risk Mitigation System for Heavy Commercial Vehicles
An integrated predictive risk mitigation system for heavy commercial vehicles that combines onboard sensing, edge intelligence, V2X communication, and cloud-based predictive analytics to proactively identify and mitigate safety and operational risks.
Problem Addressed
Existing heavy commercial vehicle safety systems are often reactive, fragmented, and limited to vehicle-local sensing. They do not sufficiently combine cooperative V2X intelligence, cloud analytics, and real-time mitigation for traffic, weather, driver, and infrastructure-related risks.
Innovation Highlights
- Onboard vehicle unit with sensor fusion and edge intelligence
- V2X communication with V2V, V2I, V2N, and V2P support
- Cloud predictive analytics using real-time and historical fleet data
- Forecasting of collision risks, rollover probability, braking anomalies, driver fatigue, and infrastructure hazards
- Mitigation actions including driver alerts, fleet notifications, route/speed recommendations, and cooperative safety messages
- Support for fleet safety policies, compliance rules, and reporting