Maintaining Cluster Longevity Under Turbulent Highway Merging Conditions

Dynamic cluster split and merge algorithms that prevent cluster head churn during aggressive lane changes and highway exits.

Preventing Cluster Churn

Frequent cluster disbanding due to overtaking maneuvers creates heavy signaling overhead. V2XCluster uses predictive mobility affinity matrices, calculating link expiration times (LET) based on GPS velocity vectors to ensure cluster formations remain intact across entire highway sectors.

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