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Beacon System과 Encoder를 이용한 Omniwheel 연마 로봇의 주행 제어

Driving Control of an Omniwheel a Polishing Robot Using Beacon System and Encoder

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초록

Utilizing the existing polishing robot prevents unrestricted change of direction, driving, and identification of driving pathway. To overcome this barrier, driving mechaism has been designed with Omniwheels with encoders and RSSI method of beacon system has been utilized to identify the driving path by position recognition. Due to the wheel characteristics, the Omniwheel mobile robot generates greater slip than the conventional mobile robot, which reduces its driving accuracy. Therefore, to improve the driving accuracy, the localization is conducted through the fusion of encoder and RSSI of beacon data to compensate for the errors caused by Dead Reckoning and inaccuracy of sensors. Finally, the localization accuracies of the proposed and conventional indoor localization method are compared to show effectiveness of the proposed driving control for a polishing robot.

Abstract

Utilizing the existing polishing robot prevents unrestricted change of direction, driving, and identification of driving pathway. To overcome this barrier, driving mechaism has been designed with Omniwheels with encoders and RSSI method of beacon system has been utilized to identify the driving path by position recognition. Due to the wheel characteristics, the Omniwheel mobile robot generates greater slip than the conventional mobile robot, which reduces its driving accuracy. Therefore, to improve the driving accuracy, the localization is conducted through the fusion of encoder and RSSI of beacon data to compensate for the errors caused by Dead Reckoning and inaccuracy of sensors. Finally, the localization accuracies of the proposed and conventional indoor localization method are compared to show effectiveness of the proposed driving control for a polishing robot.

참고문헌 (17)

  1. T.S. Jin, "Motor Drive Control Unit for Robotic Vacuum Sweeping", Proceedings of KIIS Fall Conference, 21(2) (2011)
  2. R. Siegwart, "Three Engineers, Hundreds of Robots, one Warehouse", IEEE Spectrum (2008)
  3. 김준영, "자율주행 이동로봇의 실시간 장애물 회피 및 안드로이드 인터페이스 구현", 대한임베디드공학회논문지, 9(4), pp.237~243 (2014), 대한임베디드공학회[DOI]
  4. 강철웅, "국내 조명 환경에서 센서공간을 활용한 이동로봇의 위치인식시스템 개발", 대한임베디드공학회논문지, 9(2), pp.67~73 (2014), 대한임베디드공학회[DOI]
  5. 전상운, "센서 융합기반의 추측항법을 통한 야지 주행 이동로봇의 위치 추정 및 제어", 대한임베디드공학회논문지, 4(2), pp.69~78 (2009), 대한임베디드공학회
  6. C. Lin, "Fuzzy PI Controller for BLDC Motors Considering Variable Sampling Effect", Proceedings of IEEE Conference of Industrial Electronics Society (IECON), pp.1180~1185 (2007)
  7. N. Hemati, "Robust Nonlinear Control of Brushless DC Motors for Direct-drive Robotic Applications", IEEE Transactions on Industrial Electronics, 37, pp.460~468 (1990)
  8. P. M. Pelczewski, "The Optimal Control of a Constrained Drive System With Brushless DC Motor", IEEE Transactions on Industrial Electronics, 37, pp.342~348 (1990)
  9. Y. LU, "A Self-organizing Fuzzy Sliding-mode Controller Design for a Class of Nonlinear Servo System", IEEE Transactions on Industrial Electronics, 41(5), pp.492~502 (1994)
  10. K. Ang, "PID Control System Analysis, Design, and Technology", IEEE Transactions on Control System Technology, 13, pp.559~576 (2005)
  11. 윤시영, "가변이득 PI 제어기를 이용한 BLDC 모터의 속도제어", 전기학회논문지, 62(9), pp.1234~1239 (2013), 대한전기학회[DOI]
  12. 안재완, "실내용 위치센서의 특성과 이동로봇의 주행제어에 관한 실험적 연구", 로봇학회 논문지, 5(3), pp.231~239 (2010), 한국로봇학회
  13. 조경환, "다중 이동 로봇의 주행 계와 저가 GPS 데이터의 최적 융합을 통한 2차원 공간에서의 위치 추정", 로봇학회 논문지, 2(3), pp.255~262 (2007), 한국로봇학회
  14. A. Lobo, "Localization and Tracking of Indoor Mobile Robot With Beacons and Dead Reckoning Sensors", Proceedings of IEEE Students' Conference on Electrical, Electronics and Computer Science, pp.1~4 (2014)
  15. L. Kleeman, "Optimal Estimation of Position and Heading for Mobile Robots Using Ultrasonic Beacons and Dead-reckoning", Proceedings of IEEE International Conference on Robotics and Automation, pp.2582~2587 (1992)
  16. J. Hightower, "A Survey and Taxonomy of Location Systems for Unoquitous Computing", IEEE Computer, 34(8), pp.57~66 (2001)
  17. G. D. Hong, "Novel Embedded OS for Soccer Robot System", Journal of Embedded Systems, 1(1), pp.1~12 (2004)

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