Method and device for personalized active safety control

A device for personalized active safety control, the device comprising:

• a memory storage configured to manage a learning model;
• and
• a processor configured to process active safety control by using a safety control model according to the learning model,
• wherein the processor is further configured to:
• generate input data including body information of an occupant of a vehicle and occupancy state information of the occupant,
• output initial control data of a restraint device of the vehicle based on collision data in response to a collision of the vehicle,
• produce injury risk information for each piece of adjustment restraint information by using the safety control model based on the adjustment restraint information, wherein a variable adjustment parameter is applied to the initial control data and the input data;
• generate, by the safety control model, optimal restraint control information from among the adjustment restraint information based on the injury risk information, and
• control the restraint device based on the optimal restraint control information.