Supervised tactical mobility behavior modeling and control of multi-agent robotic vehicles

In this paper, we have discussed technical issues regarding supervised tactical mobility modeling and control of multi- agent robotic vehicles operating in unstructured environment. An integrated Supervisory Mobility Controller (SMC) has been developed that accommodates cooperative deployment of robotic vehicles in different modes of operation. Tactical behaviors of the mobile robots are initially modeled, tested, and validated in simulation environment under FMCell robotic software and then implemented into the SMC. The controller is used for development tactical mobility schemes for a group of six small-scale intelligent autonomous robot equipped with a variety of basic navigational sensors. In this paper, we describe functional and modular architecture of the Supervisory Mobility Controller and present some of our strategies for separation of supervisory functions according to their complexity, precedence, and intelligence. Furthermore, we have discussed intelligent schemes for supervised maneuverability control of our cooperative robotic vehicles. Some examples demonstrating practical applications of the newly developed techniques for military UGV's applications have been presented.

[1]  Fumihito Arai,et al.  Configuration of communication structure for distributed intelligent robotic system , 1992, Proceedings 1992 IEEE International Conference on Robotics and Automation.

[2]  David W. Payton,et al.  An architecture for reflexive autonomous vehicle control , 1986, Proceedings. 1986 IEEE International Conference on Robotics and Automation.

[3]  Maurice R. Masliah,et al.  The mobile robot surrogate method for developing autonomy , 1998, IEEE Trans. Robotics Autom..

[4]  A. Shirkhodaie,et al.  Navigational task-planning of distributed cooperative robotic vehicles , 2000, Proceedings of the IEEE SoutheastCon 2000. 'Preparing for The New Millennium' (Cat. No.00CH37105).

[5]  Michael R. M. Jenkin,et al.  A taxonomy for swarm robots , 1993, Proceedings of 1993 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS '93).

[6]  Ronald C. Arkin,et al.  Cooperative multiagent robotic systems , 1998 .

[7]  Susan Hackwood,et al.  Self-organization of sensors for swarm intelligence , 1992, Proceedings 1992 IEEE International Conference on Robotics and Automation.

[8]  T. Smithers Autonomy in Robots and Other Agents , 1997, Brain and Cognition.

[9]  Rodney A. Brooks,et al.  A Robust Layered Control Syste For A Mobile Robot , 2022 .

[10]  Jing Wang,et al.  Swarm Intelligence in Cellular Robotic Systems , 1993 .

[11]  David J. Musliner,et al.  CIRCA: a cooperative intelligent real-time control architecture , 1993, IEEE Trans. Syst. Man Cybern..

[12]  Elpida Tzafestas,et al.  Reactive Robots in the Service of Production Management , 1998, J. Intell. Robotic Syst..

[13]  M. Matari Coordination and Learning in Multi-Robot Systems , 1998 .