Integrated V2X-Based Cloud-Enhanced Predictive Risk Mitigation System for Heavy Commercial Vehicles
Predictive Risk Mitigation System for Heavy Commercial Vehicles
Number: 20 2026 100 129
Jurisdiction: Germany
Registered: 2026-03-04
IPC: G08G 1/16
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 risk, 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