Navigation system with vehicle operation mechanism and method of operation thereof

A navigation system comprising:

• a control unit for:
• determining a vehicle type of a surrounding vehicle based on comparing a capture data to a trained data;
• determining a vehicle attribute of the surrounding vehicle based on comparing the capture data to the trained data;
• determining a vehicle position relative to a current location based on a vehicle distance meeting or exceeding a distance threshold;
• controlling a vehicle operation based on the vehicle type, the vehicle attribute, the vehicle position, or a combination thereof;
• and
• a communication unit, coupled to the control unit, for transmitting the vehicle operation for adjusting the vehicle distance between a user's vehicle and a surrounding vehicle.

A non-transitory computer readable medium including instructions for execution, the instructions comprising:

• determining a vehicle type of a surrounding vehicle based on comparing a capture data to a trained data;
• determining a vehicle attribute of the surrounding vehicle based on comparing the capture data to the trained data;
• determining a vehicle position relative to a current location based on a vehicle distance meeting or exceeding a distance threshold;
• and
• controlling a vehicle operation based on the vehicle type, the vehicle attribute, the vehicle position, or a combination thereof for adjusting the vehicle distance between a user's vehicle and a surrounding vehicle.