R. Saran

A comprehensive review of AI-based UAV navigation techniques in GPS-denied environments

It is found that sensor fusion and learning-based perception significantly improve navigation in GPS-denied environments, however, challenges such as high computational requirements, limited onboard processing capabilities and data inefficiency in reinforcement learning remain key barriers.