Edge-cloud systems in autonomous navigation face challenges like latency, limited bandwidth, and data security. Real-time decision-making depends on seamless communication between edge devices and cloud infrastructure. Additionally, inconsistent network connectivity, high computational demands, and the need for reliable data transfer hinder the efficiency and safety of autonomous systems.