Reducing Simulation Overhead in UAV/Drone Test Generation Using Surrogate Models
Context
Unmanned aerial vehicles (UAVs), also known as drones, are acquiring increasing autonomy. With their commercial adoption, the problem of testing their safety requirements has become a critical concern. Simulation-based testing represents a fundamental practice, but the testing scenarios considered in software-in-the-loop testing may be different from the actual scenarios experienced in the field.