Распределенные дорожные кластеры V2X, отказоустойчивые микро-ЦОД и пограничная оркестровка

V2XCluster развертывает распределенные вычислительные кластеры на дорожной инфраструктуре — координируя обработку сообщений BSM, CAM и CPM на пограничных серверах Kubernetes.

Dynamic Vehicular Clustering, Cluster-Head Election & Hierarchical Spectrum Sharing

V2XCluster groups high-density traffic into self-organizing cooperative clusters—electing dynamic cluster heads, aggregating safety messages, and eliminating radio channel saturation.

Core Engineering Areas

• Velocity-Affinity Cluster Head Election — Electing stable cluster heads based on speed delta, link duration, antenna height, and battery capacity.
• Hierarchical Safety Message Aggregation — Condensing individual vehicle position broadcasts into a single composite polygon stream, reducing spectrum utilization by 75%.
• Spatial Channel Reuse & Power Control — Throttling transmission power inside clusters to allow simultaneous concurrent broadcasts on the same 5.9 GHz channel.

Technical Articles

• Solving the 5.9 GHz Channel Congestion Wall Through Dynamic Clustering Algorithms
• Maintaining Cluster Longevity Under Turbulent Highway Merging Conditions