A Virtual Testbed for Critical Incident Investigation with Autonomous Remote Aerial Vehicle Surveying, Artificial Intelligence, and Decision Support

09/14/2018
by   Ihsan Ullah, et al.
0

Autonomous robotics and artificial intelligence techniques can be used to support human personnel in the event of critical incidents. These incidents can pose great danger to human life. Some examples of such assistance include: multi-robot surveying of the scene; collection of sensor data and scene imagery, real-time risk assessment and analysis; object identification and anomaly detection; and retrieval of relevant supporting documentation such as standard operating procedures (SOPs). These incidents, although often rare, can involve chemical, biological, radiological/nuclear or explosive (CBRNE) substances and can be of high consequence. Real-world training and deployment of these systems can be costly and sometimes not feasible. For this reason, we have developed a realistic 3D model of a CBRNE scenario to act as a testbed for an initial set of assisting AI tools that we have developed.

READ FULL TEXT
research
06/12/2018

A Virtual Environment with Multi-Robot Navigation, Analytics, and Decision Support for Critical Incident Investigation

Accidents and attacks that involve chemical, biological, radiological/nu...
research
08/31/2018

Using a Game Engine to Simulate Critical Incidents and Data Collection by Autonomous Drones

Using a game engine, we have developed a virtual environment which model...
research
12/11/2019

A Stable Nuclear Future? The Impact of Autonomous Systems and Artificial Intelligence

The potential for advances in information-age technologies to undermine ...
research
04/29/2023

Critical Scenario Generation for Developing Trustworthy Autonomy

Autonomous systems, such as self-driving vehicles, quadrupeds, and robot...
research
12/13/2022

Real-Time Artificial Intelligence Assistance for Safe Laparoscopic Cholecystectomy: Early-Stage Clinical Evaluation

Artificial intelligence is set to be deployed in operating rooms to impr...
research
07/30/2019

Beyond Safety Drivers: Staffing a Teleoperations System for Autonomous Vehicles

Driverless vehicles promise a host of societal benefits including dramat...
research
08/11/2020

Ortus: an Emotion-Driven Approach to (artificial) Biological Intelligence

Ortus is a simple virtual organism that also serves as an initial framew...

Please sign up or login with your details

Forgot password? Click here to reset