Self-Driving Car: A Research Perspective

Self-driving cars are reshaping the future of transportation, promising safer roads and improved traffic efficiency. This paper delves into the essential components of autonomous vehicles, such as sensor technologies, AI-driven decision-making, and environmental awareness. We discuss how artificial intelligence, deep learning, and reinforcement learning enhance autonomous driving capabilities. Additionally, we explore key challenges like real-time obstacle avoidance, sensor fusion, and ethical dilemmas in deploying self-driving systems. The paper underscores the need for continued technological advancements, regulatory policies, and sustainable strategies to unlock the full potential of self-driving cars.