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Omnidirectional Adaptive Behavior Control for Autonomous Mobile Robot

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 3558))

Abstract

We propose a multiple omnidirectional vision system with three omnidirectional cameras and its calculation method for the measurement of the object position and the self-localization in RoboCup soccer robots. On the identification of the self-position, we try to improve the accuracy of the measurement by correcting the absolute position based on the measurement error of landmarks in the origin of the absolute coordinate. Furthermore, we propose the omnidirectional behavior control method for collision avoidance and object chasing motion by using fuzzy reasoning in an autonomous mobile robot with MOVIS. In this paper, we also report some experimental results to confirm the efficiency of the proposed method by using a soccer robot in dynamic environment.

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References

  1. Price, A.R., Jones, T.: An Innovative Approach to Vision, Localization and Orientation Using Omnidirectional Radial Signature Analysis. In: Asada, M., Kitano, H. (eds.) RoboCup 1998. LNCS (LNAI), vol. 1604, pp. 299–315. Springer, Heidelberg (1999)

    Chapter  Google Scholar 

  2. Bonarini, A.: The Body, the Mind or the Eye, First? In: Veloso, M.M., Pagello, E., Kitano, H. (eds.) RoboCup 1999. LNCS (LNAI), vol. 1856, pp. 210–221. Springer, Heidelberg (2000)

    Chapter  Google Scholar 

  3. Koyasu, H., Miura, J., Shirai, Y.: Estimation of Ego-Motion and Its Uncertainty for a Mobile Robot Using Omnidirectional Stereo. In: Proc. of the 20th Annual Conference of the Robotics Society of Japan, CDROM, vol. 3A24 (2002) (in Japanese)

    Google Scholar 

  4. Matsuoka, T., Motomura, A., Hasegawa, T.: Real-time Self-Localization Method in a Dynamically Changing Environment. In: Proc. of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 1234–1239 (2003)

    Google Scholar 

  5. Gluckman, J., Nayar, K., Thoresz, J.: Real-Time Omnidirectional and Panoramic Stereo. In: Proc. of Image Understanding Workshop, vol. 1, pp. 299–303 (1998)

    Google Scholar 

  6. Miki, R., Yamazawa, K., Takemura, H., Yokoya, N.: A Remote Surveillance System Using Omnidirectional Sensors. Technical Report of IEICE, PRMU98-177, pp.7-14 (1999) (in Japanese)

    Google Scholar 

  7. Shimizuhira, W., Maeda, Y.: Self-Localization Method Used Multiple Omnidirectional Vision System. In: Proc. of SICE Annual Conference 2003, pp. 2796–2799 (2003)

    Google Scholar 

  8. Tsuzaki, R., Yosida, K.: Motion Control Based on Fuzzy Potential Method for Autonomous Mobile Robot with Omnidirectional Vision. Journal of the Robotics Society of Japan 21(6), 656–662 (2003) (in Japanese)

    Google Scholar 

  9. Takahashi, Y., Hikita, K., Asada, M.: Incremental Purposive Behavior Acquisition based on Self-Interpretation of Instructions by Coach. In: Proc. of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 686–693 (2003)

    Google Scholar 

  10. Shimizuhira, W., Fujii, K., Maeda, Y.: Fuzzy Behavior Control for Autonomous Mobile Robot in Dynamic Environment with Multiple Omnidirectional Vision System. In: Proc. of IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2004 CDROM, SA2-M3 (2004)

    Google Scholar 

  11. Shimizuhira, W., Maeda, Y.: Behavior Control Method by Multi-Layered Fuzzy Rule for Autonomous Mobile Robot with Multiple Omnidirectional Vision System. In: The Fourth International Symposium on Human and Artificial Intelligence Systems (HART 2004), pp. 283–288 (2004)

    Google Scholar 

  12. Kitano, H., Asada, M., Noda, I., Matsubara, H.: RoboCup: Robot World Cup. IEEE Robotics and Automation Magazine 5(3), 30–36 (1998)

    Article  Google Scholar 

  13. Tunstel, E., de Oliveira, M.A.A., Berman, S.: Fuzzy behavior hierarchies for multi-robot control. Int. J. of Intel. Systems 17, 449–470 (2002)

    Article  MATH  Google Scholar 

  14. Magdalena, L.: On the role of context in hierarchical fuzzy controllers. Int. J. of Intel. Systems 17, 471–493 (2002)

    Article  MATH  Google Scholar 

  15. Torra, V.: A review of the construction of hierarchical fuzzy systems. Int. J. of Intel. Systems 17, 531–543 (2002)

    Article  MATH  Google Scholar 

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© 2005 Springer-Verlag Berlin Heidelberg

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Maeda, Y., Shimizuhira, W. (2005). Omnidirectional Adaptive Behavior Control for Autonomous Mobile Robot. In: Torra, V., Narukawa, Y., Miyamoto, S. (eds) Modeling Decisions for Artificial Intelligence. MDAI 2005. Lecture Notes in Computer Science(), vol 3558. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11526018_25

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  • DOI: https://doi.org/10.1007/11526018_25

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-27871-9

  • Online ISBN: 978-3-540-31883-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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