JRM Vol.29 No.3 pp. 602-612
doi: 10.20965/jrm.2017.p0602


Swarm Robotic Systems Based on Collective Behavior of Chloroplasts

Satoshi Hoshino*, Ryo Takisawa*, and Yutaka Kodama**

*Department of Mechanical and Intelligent Engineering, Utsunomiya University
7-1-2 Yoto, Utsunomiya, Tochigi 321-8585, Japan

**Center for Bioscience Research and Education, Utsunomiya University
350 Minemachi, Utsunomiya, Tochigi 321-8505, Japan

December 22, 2016
March 9, 2017
June 20, 2017
swarm robotic systems, distributed autonomous robots, coordination, cooperation
In this paper, distributed autonomous robots are used to perform area coverage tasks. In order for robots to cover the ground surface of environments, the coordination of a team of robots is a challenge. For this challenge, we present bio-inspired swarm robotic systems. We focus on the collective behavior of chloroplasts toward a light source. On the basis of the mechanism of the chloroplast, we propose robot behavior models that do not use local communication. The emergence of cooperative behavior through the interaction among the swarming robots is a main contribution of this paper. Based on simulation results, the effectiveness of the chloroplastic robots for the coverage task is discussed in terms of flexibility and scalability. Furthermore, the behavioral models are applied to actual mobile robots. Based on the results of experiments, the applicability of the chloroplastic robots to real environments is discussed. As an application of the swarm robotic system, a specific task, sweeping, is given to actual chloroplastic robots.
Swarming chloroplastic robots around light source

Swarming chloroplastic robots around light source

Cite this article as:
S. Hoshino, R. Takisawa, and Y. Kodama, “Swarm Robotic Systems Based on Collective Behavior of Chloroplasts,” J. Robot. Mechatron., Vol.29 No.3, pp. 602-612, 2017.
Data files:
  1. [1] W. Burgard, M. Moors, C. Stachniss, and F. Schneider, “Coordinated Multi-Robot Exploration,” IEEE Trans. on Robotics, Vol.21, No.3, pp. 376-386, 2005.
  2. [2] M. Ahmadi and P. Stone, “A Multi-robot System for Continuous Area Sweeping Tasks,” IEEE Int. Conf. on Robotics and Automation, pp. 1724-1729, 2006.
  3. [3] D. Kurabayashi, J. Ota, T. Arai, and E. Yoshida, “Cooperative Sweeping by Multiple Mobile Robots,” IEEE Int. Conf. on Robotics and Automation, pp. 1744-1749, 1996.
  4. [4] D. Kurabayashi, J. Ota, T. Arai, S. Ichikawa, S. Koga, H. Asama, and I. Endo, “Cooperative Sweeping by Multiple Mobile Robots with Relocating Portable Obstacles,” IEEE/RSJ Int. Conf. on Intelligent Robots and Systems, pp. 1472-1477, 1996.
  5. [5] D. Kurabayashi, S. Koga, T. Arai, J. Ota, H. Asama, and I. Endo, “Local Path Re-Planning for Unforeseen Obstacle Avoidance by An Autonomous Sweeping Robot,” IEEE Int. Conf. on Robotics and Automation, pp. 3153-3158, 1998.
  6. [6] G. Beni, “From Swarm Intelligence to Swarm Robotic,” Int. Workshop on Swarm Robotics, pp. 1-9,2005.
  7. [7] M. Ashikaga, M. Kikuchi, T. Hiraguchi, M. Sakura, H. Aonuma, and J. Ota, “Foraging Task of Multiple Mobile Robots in a Dynamic Environment Using Adaptive Behavior in Crickets,” J. of Robotics and Mechatronics, Vol.19, No.4, pp. 466-473, 2007.
  8. [8] T. Miyamae, S. Ichikawa, and F. Hara, “Emergent Approach to Circle Formation by Multiple Autonomous Modular Robots,” J. of Robotics and Mechatronics, Vol.21, No.1, pp. 3-11, 2009.
  9. [9] C. W. Reynolds, “Flocks, Herds, and Schools: A Distributed Behavioral Model,” Computer Graphics, Vol.21, No.4, pp. 25-34, 1987.
  10. [10] R. Morlok and M. Gini, “Dispersing Robots in an Unknown Environment,” Distributed Autonomous Robotic Systems, Vol.6, pp. 253-262, 2007.
  11. [11] T. Sato, M. Wada, and A. Kadota, “Accumulation Response of Chloroplasts Induced by Mechanical Stimulation in Bryophyte Cells,” Planta, Vol.216, pp. 772-777, 2003.
  12. [12] W. R. Briggs and E. Huala, “Blue-light Photoreceptors in Higher Plants,” Annual Review of Cell and Developmental Biology, Vol.15, pp. 33-62, 1999.
  13. [13] W. R. Briggs, C. F. Beck, A. R. Cashmore, J. M. Christie, J. Hughes, J. A. Jarillo, T. Kagawa, H. Kanegae, E. Liscum, A. Nagatani, K. Okada, M. Salomon, W. Rüdiger, T. Sakai, M. Takano, M. Wada, and J. C. Watson, “The Phototropin Family of Photoreceptors,” Plant Cell, Vol.13, pp. 993-997, 2001.
  14. [14] W. R. Briggs and J. M. Christie, “Phototropins 1 and 2: Versatile Plant Blue-light Receptors,” Trends in Plant Science, Vol.7, No.5, pp. 204-210, 2002.
  15. [15] A. J. Healey, “Application of Formation Control for Multi-vehicle Robotic Minesweeping,” IEEE Conf. on Decision and Control, pp. 1497-1502, 2001.
  16. [16] I. Rekleitis, A. P. New, E. S. Rankin, and H. Choset, “Efficient Boustrophedon Multi-robot Coverage: an Algorithmic Approach,” Annals of Mathematics and Artificial Intelligence, Vol.52, No.2, pp. 109-142, 2008.
  17. [17] S. Takagi, “Actin-based Photo-orientation Movement of Chloroplasts in Plant Cells,” J. of Experimental Biology, Vol.206, pp. 1963-1969, 2003.
  18. [18] V. Braitenberg, “Vehicles. Experiments in synthetic psychology,” Cambridge, MA: MIT Press, 1984.
  19. [19] M. Rubensteina, C. Ahlera, N. Hoffa, A. Cabrerab, and R. Nagpal, “Kilobot: A Low Cost Robot with Scalable Operations Designed for Collective Behaviors,” Robotics and Autonomous Systems, Vol.62, No.7, pp. 966-975, 2014.
  20. [20] M. Yuasa and I. Mizuuchi, “A Control Method for a Swarm of Plant Pot Robots that Uses Artificial Potential Fields for Effective Utilization of Sunlight,” J. of Robotics and Mechatronics, Vol.26, No.4, pp. 505-512, 2012.
  21. [21] D. Payton, M. Daily, R. Estowski, M. Howard, and C. Lee, “Pheromone Robotics,” Autonomous Robots, Vol.11, No.3, pp. 319-324, 2001.
  22. [22] K. Sugawara, T. Kazama, and T. Watanabe, “Foraging Behavior of Interacting Robots with Virtual Pheromone,” IEEE/RSJ Int. Conf. on Intelligent Robots and Systems, pp. 3074-3079, 2004.
  23. [23] S. Kernbach, R, Thenius, O. Kernbach, and T. Schmickl, “Re-embodiment of Honeybee Aggregation Behavior in an Artificial Micro-Robotic System,” Adaptive Behavior, Vol.17, No.3, pp. 237-259, 2009.
  24. [24] C. Hartman and B. Benes, “Autonomous Boids,” Computer Animation and Virtual Worlds, Vol.17, No.3-4, pp. 199-206, 2006.

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