Challenges of the Multi-robot Team in the GUARDIANS Project

The Guardians multi-robot team is being designed to be deployed in a large warehouse to assist firefighters in the event or danger of a fire. The large size of the environment together with development of dense smoke that drastically reduces visibility, represent major challenges in search and rescue operations. The GUARDIANS robots act alongside a firefighter and should provide, among others, the following tasks: to guide or accompany the firefighters on the site while indicating possible obstacles and locations of danger and maintaining communications links. In order to fulfill the aforementioned tasks the robots need to be able to exert certain behaviours. Among the basic behaviours are capabilities to unite in a group - generate a formation - and navigate on the site while keeping this formation. The basic control model used to generate these behaviours is based on the so-called social potential field framework, which we adapt to fulfill specific tasks of the Guardians scenario. All of the tasks can be achieved without central control, and some of the tasks can be performed even without explicit communication among the robots. We discuss advantages and shortcomings of our model and present samples of implementation on ERA-MOBI robots, commonly referred to as Erratics.

[1]  Erol Sahin,et al.  Swarm Robotics: From Sources of Inspiration to Domains of Application , 2004, Swarm Robotics.

[2]  Vijay Kumar,et al.  Leader-to-formation stability , 2004, IEEE Transactions on Robotics and Automation.

[3]  Alan F. T. Winfield,et al.  Special issue on swarm robotics , 2008, Swarm Intelligence.

[4]  L. Alboul,et al.  Mixed human-robot team navigation in the GUARDIANS project , 2008, 2008 IEEE International Workshop on Safety, Security and Rescue Robotics.

[5]  Amir M. Naghsh,et al.  Designing user interaction with robots swarms in emergency settings , 2008, NordiCHI.

[6]  Maria Gini,et al.  Performance Evaluation of Multiple Robots in a Search and Retrieval Task , 1998 .

[7]  François Michaud,et al.  Autonomous initialization of robot formations , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.

[8]  Hongyan Wang,et al.  Social potential fields: A distributed behavioral control for autonomous robots , 1995, Robotics Auton. Syst..

[9]  Pedro U. Lima,et al.  NON-HOLONOMIC ROBOT FORMATIONS WITH OBSTACLE COMPLIANT GEOMETRY , 2007 .

[10]  Andry Tanoto,et al.  Analysis and design of human-robot swarm interaction in firefighting , 2008, RO-MAN 2008 - The 17th IEEE International Symposium on Robot and Human Interactive Communication.

[11]  K.M. Passino,et al.  Stability analysis of social foraging swarms , 2004, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[12]  Stefano Nolfi,et al.  Evolving Mobile Robots Able to Display Collective Behaviors , 2003, Artificial Life.

[13]  Jacques Penders,et al.  An experiment on squad navigation of human and robots , 2008, 2008 10th International Conference on Control, Automation, Robotics and Vision.

[14]  Petter Ögren,et al.  Cooperative control of mobile sensor networks:Adaptive gradient climbing in a distributed environment , 2004, IEEE Transactions on Automatic Control.

[15]  William M. Spears,et al.  Swarm Robotics, SAB 2004 International Workshop, Santa Monica, CA, USA, July 17, 2004, Revised Selected Papers , 2005, Swarm Robotics.