Automated driving incorporating Naturalistic Driving Study (NDS) focuses on understanding real-world driving behaviors and conditions to enhance autonomous vehicle performance. By analyzing natural driving data, the approach improves vehicle algorithms, safety features, and decision-making, ensuring better adaptation to diverse road scenarios, ultimately leading to safer and more reliable future vehicles.