Unmanned Ground Vehicles (UGVs) have emerged as crucial assets in the realm of defense, offering a multitude of advantages to military operations. These robotic vehicles are designed to operate autonomously or under remote control, making them ideal for a wide range of tasks on the battlefield. UGVs can be equipped with advanced sensors and cameras, enabling them to conduct reconnaissance missions in high-risk environments without putting human soldiers in harm’s way. They are also employed for explosive ordnance disposal, clearing improvised explosive devices, and even providing logistical support by transporting supplies across challenging terrains. Additionally, UGVs can serve as force multipliers, enhancing the effectiveness of infantry units by providing additional firepower or acting as mobile cover. In the modern era of warfare, UGVs have become indispensable assets, augmenting the capabilities of armed forces and improving their overall operational effectiveness while reducing the risk to human lives.