Realization of an artificial pheromone system in random data carriers using RFID tags for autonomous navigation

Navigation systems based on animal behavior have attracted considerable attention in the past few years. Navigation systems using artificial pheromones have not been extensively developed. Therefore, this paper presents a model for realizing an artificial pheromone system by using data carriers and autonomous robots. By introducing an artificial pheromone system composed of data carriers and autonomous robots, a robotics system creates a potential field for navigation. First, we develop pheromone density in a discrete nominal model. Then, we extend the model to deal with a random layout that is suitable for real conditions of data carriers. For demonstration of the effectiveness of our proposed model, computer simulations and hardware implementations are performed. The artificial pheromone potential field constructed using our proposed model can be used for the navigation of autonomous robots.

[1]  Ken Sugawara,et al.  Foraging behavior of interacting robots with virtual pheromone , 2004, 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat. No.04CH37566).

[2]  Hiroshi Hashimoto,et al.  Information assistance in rescue using intelligent data carriers , 2001, Proceedings 2001 IEEE/RSJ International Conference on Intelligent Robots and Systems. Expanding the Societal Role of Robotics in the the Next Millennium (Cat. No.01CH37180).

[3]  Chris Melhuish,et al.  Collective sorting and segregation in robots with minimal sensing , 1998 .

[4]  Bill Glover,et al.  RFID essentials , 2006 .

[5]  Daisuke Kurabayashi,et al.  Knowledge sharing and cooperation of autonomous robots by intelligent data carrier system , 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065).

[6]  Makoto Itoh,et al.  Safety Monitoring System by Autonomous Mobile Sensors Utilizing Pheromone Communication , 2005, International Conference on Computational Intelligence for Modelling, Control and Automation and International Conference on Intelligent Agents, Web Technologies and Internet Commerce (CIMCA-IAWTIC'06).

[7]  A. Ohuchi,et al.  Evolutionary emergence of collective intelligence with artificial pheromone communication , 2000, 2000 26th Annual Conference of the IEEE Industrial Electronics Society. IECON 2000. 2000 IEEE International Conference on Industrial Electronics, Control and Instrumentation. 21st Century Technologies.

[8]  Rodney M. Goodman,et al.  Distributed odor source localization , 2002 .

[9]  Leah Edelstein-Keshet,et al.  Simple models for trail-following behaviour; Trunk trails versus individual foragers , 1994 .

[10]  J. Price GO TO THE ANT...... , 1969, British Journal of Psychiatry.

[11]  Franco Zambonelli,et al.  Physical deployment of digital pheromones through RFID technology , 2005, Proceedings 2005 IEEE Swarm Intelligence Symposium, 2005. SIS 2005..

[12]  Franco Zambonelli,et al.  Making tuple spaces physical with RFID tags , 2006, SAC '06.

[13]  Marco Dorigo,et al.  Division of labor in a group of robots inspired by ants' foraging behavior , 2006, TAAS.

[14]  H. Van Dyke Parunak,et al.  "Go to the ant": Engineering principles from natural multi-agent systems , 1997, Ann. Oper. Res..

[15]  Daisuke Kurabayashi Toward realization of collective intelligence and emergent robotics , 1999, IEEE SMC'99 Conference Proceedings. 1999 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.99CH37028).

[16]  George A. Bekey,et al.  On autonomous robots , 1998, The Knowledge Engineering Review.

[17]  Daisuke Kurabayashi,et al.  Motion algorithm for autonomous rescue agents based on information assistance system , 2003, Proceedings 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation. Computational Intelligence in Robotics and Automation for the New Millennium (Cat. No.03EX694).

[18]  Daisuke Kurabayashi,et al.  Autonomous Configuration of Transportation Network by Artificial Pheromone System , 2007, 2007 International Symposium on Computational Intelligence in Robotics and Automation.

[19]  David W. Payton,et al.  Pheromone Robotics , 2001, Auton. Robots.