A forward collision avoidance algorithm based on driver braking behavior.

•A novel combination of offline deceleration profile segmentation and online risk level classification.•Deceleration curves from critical evasive braking were clustered into different risk levels using spectrum clustering.•Risk classification rules at critical braking onset were extracted according to deceleration curve clusters.•Promising in balancing the objectives of avoiding collision and reducing interference with driver’s normal driving.