Experiments of Formation Control With Multirobot Systems Using the Null-Space-Based Behavioral Control

In this paper, the experimental validation of a behavior-based technique for multirobot systems (MRSs), namely, the Null-Space-based Behavioral (NSB) control, is presented. The NSB strategy, inherited from the singularity-robust task-priority inverse kinematics for industrial manipulators, has been recently proposed for the execution of different formation-control missions with MRSs. In this paper, focusing on the experimental details, the validation of the approach is achieved by performing different experimental missions, in presence of static and dynamic obstacles, with a team of grounded mobile robots available at the Laboratorio di Automazione Industriale of the Universita degli Studi di Cassino.

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

[2]  Lovekesh Vig,et al.  Multi-robot coalition formation , 2006, IEEE Transactions on Robotics.

[3]  Gianluca Antonelli,et al.  Experiences of formation control of multi-robot systems with the Null-Space-based Behavioral Control , 2007, Proceedings 2007 IEEE International Conference on Robotics and Automation.

[4]  Ronald C. Arkin,et al.  Motor Schema — Based Mobile Robot Navigation , 1989, Int. J. Robotics Res..

[5]  J.P. Desai,et al.  Control of changes in formation for a team of mobile robots , 1999, Proceedings 1999 IEEE International Conference on Robotics and Automation (Cat. No.99CH36288C).

[6]  Paul Keng-Chieh Wang Navigation strategies for multiple autonomous mobile robots moving in formation , 1991, J. Field Robotics.

[7]  Hong Zhang,et al.  Collective Robotics: From Social Insects to Robots , 1993, Adapt. Behav..

[8]  Gianluca Antonelli,et al.  Kinematic control of a platoon of autonomous vehicles , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

[9]  Bruno Siciliano,et al.  Kinematic control of redundant robot manipulators: A tutorial , 1990, J. Intell. Robotic Syst..

[10]  Marilena Vendittelli,et al.  WMR control via dynamic feedback linearization: design, implementation, and experimental validation , 2002, IEEE Trans. Control. Syst. Technol..

[11]  Gianluca Antonelli,et al.  Preliminary experiments of formation control using the null-space-based behavioral control , 2006 .

[12]  Lynne E. Parker,et al.  On the design of behavior-based multi-robot teams , 1995, Adv. Robotics.

[13]  S. Chiaverini,et al.  Experiments of Formation Control with Collisions Avoidance using the Null-Space-Based Behavioral Control , 2006, 2006 14th Mediterranean Conference on Control and Automation.

[14]  Paulo Tabuada,et al.  Motion feasibility of multi-agent formations , 2005, IEEE Transactions on Robotics.

[15]  Ronald C. Arkin,et al.  An Behavior-based Robotics , 1998 .

[16]  Stefano Chiaverini,et al.  Singularity-robust task-priority redundancy resolution for real-time kinematic control of robot manipulators , 1997, IEEE Trans. Robotics Autom..

[17]  W ReynoldsCraig Flocks, herds and schools: A distributed behavioral model , 1987 .

[18]  Lynne E. Parker Designing control laws for cooperative agent teams , 1993, [1993] Proceedings IEEE International Conference on Robotics and Automation.

[19]  Mireille E. Broucke,et al.  Experiments in multirobot coordination , 2006, Robotics Auton. Syst..

[20]  Nicolas Mansard,et al.  Task Sequencing for High-Level Sensor-Based Control , 2007, IEEE Transactions on Robotics.

[21]  Maja J. Matarić,et al.  Designing emergent behaviors: from local interactions to collective intelligence , 1993 .

[22]  Gianluca Antonelli,et al.  Kinematic Control of Platoons of Autonomous Vehicles , 2006, IEEE Transactions on Robotics.

[23]  Tucker R. Balch,et al.  Behavior-based formation control for multirobot teams , 1998, IEEE Trans. Robotics Autom..

[24]  Sunil Kumar Agrawal,et al.  Groups of unmanned vehicles: differential flatness, trajectory planning, and control , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

[25]  Antonio Bicchi,et al.  Conflict resolution problems for air traffic management systems solved with mixed integer programming , 2002, IEEE Trans. Intell. Transp. Syst..

[26]  Gianluca Antonelli,et al.  The null-space-based behavioral control for autonomous robotic systems , 2008, Intell. Serv. Robotics.

[27]  Calin Belta,et al.  Abstraction and control for Groups of robots , 2004, IEEE Transactions on Robotics.