Robotics
Unmanned Ground Vehicle (UGV)
ActivePublished: 9 September 2026Updated: 9 September 2026Published
Key
innovation
A vehicle that operates on the ground without an onboard human presence — teleoperated or autonomous — replacing humans in hazardous or inaccessible environments.
Category
Robotics
Abstraction level
System
Operation level
Robot control
Use cases
Explosive ordnance disposal and reconnaissance (military)Agriculture (autonomous tractors)Logistics, mining and warehouse automationEmergency response and space exploration
How it works
A UGV moves over the ground (wheels, tracks or legs) and is controlled either remotely by an operator (using cameras/sensors) or autonomously — with environmental perception, route planning and AI decision-making, executing actions through the drivetrain and any manipulators.
Problem solved
Performing ground tasks in hazardous, tedious or inaccessible conditions without endangering an onboard operator.
Key mechanisms
Remote control (teleoperation)
Autonomous navigation and decisions (AI)
Environmental perception (cameras, sensors)
Ground drivetrain (wheels/tracks/legs)
Strengths & limitations
Strengths
✓Removes humans from hazardous environments
✓Versatile applications (military, agriculture, logistics)
✓Improves safety and efficiency
Limitations
✗Difficult terrain and unpredictable surroundings
✗Dependence on connectivity (for teleoperation)
✗Autonomy limits in complex, unstructured conditions