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Internet-Based Remote Control of the Intelligent Robot

지능형 로봇의 인터넷 기반 원격 제어

  • 유영선 (군산대학교 전자정보공학부) ;
  • 김종선 (군산대학교 전자정보공학부) ;
  • 김형석 (전북대학교 전자정보공학부) ;
  • 주영훈 (군산대학교 전자정보공학부)
  • Published : 2007.03.01

Abstract

In this paper, we implement the internet-based remote control system for intelligent robot. For remote control of the robot, it uses the socket communication of the TCP/IP. It consists of the user interface and the robot control interface. Robot control interface transmits the navigation and environmental informations of the robot into the user interface. In order to transmit the large environmental images, a JPEG compression algorithm is used. User interface displays the navigation status of the robot and transmits the navigation order into the robot control interface. Also, we propose the design method of the fuzzy controller using navigation data acquired by expert's knowledge or experience. To do this, we use virus-evolutionary genetic algorithm(VEGA). Finally, we have shown the proposed system can be operated through the real world experimentations.

Keywords

References

  1. W. S. Thayer, 'A remote control system for surveyor,' SPIE Proc. Mobile Robots, vol. 727, pp. 17-24, 1986
  2. A. S. Sekmen, Z. Bingul, V. Hombal, and S. ZeinSabatto, 'Huma-robot interaction over the internet,' Proc, of the IEEE on southeastcon, pp. 224-228, 2000
  3. R. C. Luo and T. M. Chen, 'Remote supervisory control of a sensor based mobile robot via internet,' Proc, of the IEEE/RSJ Inter. Conf. on Intelligent Robots and Systems, vol. 2, pp. 1163-1168, Sep. 1997
  4. R. L. Alves, R. F. Vassallo, E. O. Freire, and T. F. Bastos-Filho, 'Teleoperation of a mobile robot through the internet,' Proc. of the 43rd IEEE Midwest Symposium on Circuits and Systems, vol. 2, pp.930-933, 2000
  5. L. R. C. Tse M. Chen, and C. C. Yih, 'Intelligent autonomous mobile robot control through the internet,' Proc. of the IEEE Int. Sym. Industrial Electrical, vol. 1, pp. PL6-PL11, Dec. 2000
  6. J. M. Mendel and G. C. Mouzouris, 'Designing fuzzy logic systems,' IEEE Trans. on Circuits and Systems-Il, vol. 44, pp. 885-895, 1997 https://doi.org/10.1109/82.644042
  7. M. Sugeno and T. Yasukawa, 'A fuzzy logic-based approach to qualitative modeling,' IEEE Trans. on Fuzzy Systems, vol. 1, pp. 7-31, 1993 https://doi.org/10.1109/TFUZZ.1993.390281
  8. L. X. Wang and J. M. Mendel, 'Generating fuzzy rules by learning from examples,' IEEE Trans. on System, Men and Cybernetics, vol. 22, pp. 1414-1427, 1996
  9. Y. Tamaguchi, T. Takagi, and T. Mita, 'Self-organizing control using fuzzy neural networks,' Advances in Intelligent Control, pp. 337-361
  10. K. S. Narendra and S. Mukhopadhyay, 'Adaptive control using neural networks and approximate models,' IEEE Trans. on Neural Networks, vol. 8, pp. 475-485, 1997 https://doi.org/10.1109/72.572089
  11. Y. C. Chen and C. C. Teng, 'A model reference control structure using a fuzzy neural network,' Fuzzy Sets and Systems, vol. 73, pp. 291-312, 1995 https://doi.org/10.1016/0165-0114(94)00319-3
  12. Y. H. Joo, H. S. Hwang, K. B. Kim, and K. B. Woo, 'Fuzzy system modeling by fuzzy partition and GA hybrid achemes,' Fuzzy Sets and Systems, vol. 86, no. 3, pp. 279-288, 1997 https://doi.org/10.1016/S0165-0114(95)00414-9
  13. Y. H. Joo, H. S. Hwang, K. B. Kim, and K. B. Woo, 'Linguistic model identification for fuzzy system,' Electronics Letters, vol. 31, pp. 330-331, 1995 https://doi.org/10.1049/el:19950163
  14. Y. Davidor, 'A natural occurring niche & species phenomenon: The model and first results,' Proc. of The Fourth Int. Conf on Genetic Algorithms, 257-263, 1991
  15. S. Mahfoud and D. E. Golderg, 'A genetic algorithm for parallel simulated annealing, parallel problem solving from nature 2,' Elsevier Science Publishers B. V., 1992
  16. J. Renders and H. Bersini, 'Hybridizing genetic algorithms with hill-climbing methods for global optimization: Two possible ways,' Proc. of The First IEEE Conf. on Evolutionary Computing, vol. 1, pp. 312-317, 1994
  17. N. Kubota, T. Fukuda, and K. Shimojima, 'Virus evolutionary genetic algorithm for a self-organizing manufacturing system,' Computer & Industrial Journal, vol. 30, no. 4, pp. 1015-1026, 1996 https://doi.org/10.1016/0360-8352(96)00049-6
  18. Digital Compression and Coding of Continuous-Tone Still Image Requirement and Guideline, CCITT Rec. T.81, 1992
  19. M. Begon, J. L. Harper, and C. R Townsend, Ecology: Individuals, Populations and Communities, Blackwell Scientific Publications, Oxford, 1996
  20. N. Kubota, K. Shimojima, and T. Fukuda, 'The role of virus infection in virus-evolutionary genetic algorithm,' Proc. of IEEE Int. Conf on AI, pp. 182 -187, 19961