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Modeling Phase Transition in Self-organized Mobile Robot Flocks

  • Ali Emre Turgut
  • Cristián Huepe
  • Hande Çelikkanat
  • Fatih Gökçe
  • Erol Şahin
Part of the Lecture Notes in Computer Science book series (LNCS, volume 5217)

Abstract

We implement a self-organized flocking behavior in a group of mobile robots and analyze its transition from an aligned state to an unaligned state. We briefly describe the robot and the simulator platform together with the observed flocking dynamics. By experimenting with robotic and numerical systems, we find that an aligned-to-unaligned phase transition can be observed in both physical and simulated robots as the noise level is increased, and that this transition depends on the characteristics of the heading sensors. We extend the Vectorial Network Model to approximate the robot dynamics and show that it displays an equivalent phase transition. By computing analytically the critical noise value and numerically the steady state solutions of this model, we show that the model matches well the results obtained using detailed physics-based simulations.

Keywords

Probability Density Function Mobile Robot Robotic System Critical Noise Stable Stationary Solution 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2008

Authors and Affiliations

  • Ali Emre Turgut
    • 1
  • Cristián Huepe
    • 1
  • Hande Çelikkanat
    • 1
  • Fatih Gökçe
    • 1
  • Erol Şahin
    • 1
  1. 1.KOVAN Res. Lab., Dept. of Computer EngineeringMiddle East Technical UniversityTurkey

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