Reachability Calculations for Vehicle Safety during Manned/Unmanned Vehicle Interaction
نویسندگان
چکیده
This paper describes an approach based on reachability calculations for ensuring robust operation guarantees in flight maneuver sequences performed by unmanned aerial vehicles (UAVs) under supervision of human operators, with applications to safety-critical scenarios. Using a hybrid system formalism to model the maneuver sequence, the paper devises systematic procedures for designing switching conditions to ensure the properties of safety, target attainability and invariance, using Hamilton-Jacobi reachability calculations. These calculations lay the foundations for refining or designing protocols for multi-UAV and/or manned vehicle interaction. The mathematical foundations necessary are described in order to formulate verification problems on reachability and safety of flight maneuvers, including issues of command latency, and disturbance. An example of this formalism is given in the context of Automated Aerial Refueling, to inform UAV decisions that avoid unsafe scenarios while achieving mission objectives.
منابع مشابه
Intelligent Management Control for Unmanned Aircraft Navigation and Formation Keeping
The paper presents some aspects that have become critical in the context of guidance, navigation, and control of unmanned aerial vehicles. The envisioned cost-effectiveness of unmanned air vehicles in support of a variety of military and civilian applications has introduced basic and applied research challenges in areas such as levels of autonomy and “intelligence” of the platform, interaction ...
متن کاملImplementation of a Manned Vehicle - UAV Mission System
We discuss the development, integration, simulation, and flight test of a manned vehicle UAV mission system in a partially-known environment. The full control system allows a manned aircraft to issue mission level commands to an autonomous aircraft in realtime. This system includes a Natural Language (NL) Interface to allow the manned and unmanned vehicle to communicate in languages understood ...
متن کاملTesting the Intelligence of Unmanned Autonomous Systems
There is a common misconception in the testing industry that all unmanned autonomous systems can be tested using methodologies developed to test manned systems. A tester can incorrectly state that driving a manned vehicle is conceptually identical to driving an unmanned vehicle; the only difference lies in the position of the operator. In actuality, the main difference lies in the unmanned auto...
متن کاملReachability-Based Safety and Goal Satisfaction of Unmanned Aerial Platoons on Air Highways
Recently, there has been immense interest in using unmanned aerial vehicles (UAVs) for civilian operations. As a result, unmanned aerial systems traffic management is needed to ensure the safety and goal satisfaction of potentially thousands of UAVs flying simultaneously. Currently, the analysis of large multi-agent systems cannot tractably provide these guarantees if the agents’ set of maneuve...
متن کاملLinear Programming and Language Processing for Human/Unmanned-Aerial-Vehicle Team Missions
This paper presents a manned-vehicle/unmanned-aerial-vehicle (UAV) mission system that enables an operator in a manned aircraft to issue mission level commands to an autonomous aircraft in real time. A natural language interface allows the manned and unmanned vehicle to communicate in languages understood by both agents. A task scheduler transforms the commands into a dynamic mission plan consi...
متن کامل