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Localization of Multiple Robots in a Wide Area

광역에서의 다중로봇 위치인식 기법

  • 양태경 (부산대학교 전자전기공학과) ;
  • 최원연 (부산대학교 전자전기공학과) ;
  • 이장명 (부산대학교 전자전기공학과)
  • Published : 2010.03.01

Abstract

The multiple block localization method in a wide area for multiple robots using iGS is proposed in this paper. The iGS is developed for the indoor global localization using ultrasonic and RF sensors. To measure the distance between a mobile robot and a beacon, the tag on the mobile robot wakes up one beacon to send out the ultrasonic signal and measures the traveling time from the beacon to the mobile robot. As the number of robots is increased, the sampling time of localization also becomes longer. Note that only one robot can localize its own position calling beacons one by one during each of the sampling interval. This is a severe constraint for the localization of multiple robots in a wide area. This paper proposes an efficient localization algorithm for the multiple robots in a wide area which can be divided into multiple blocks. For a given block, a master beacon is designated to synchronize robots. By the access of the synchronization signal, each beacon in the selected group sends out an ultrasonic signal. When the robots in the block receive the ultrasonic signal, they can calculate their own locations based on the distances to the beacons, which are obtained by the multiplication of flight time and velocity of the ultrasonic signal. The efficiency of the algorithm is verified through the real experiments.

Keywords

References

  1. M. Heidari, N. A. AlsindiS, and K, Pahlavan, "UDP identification and error mitigation in toa-based indoor localization systems using neural network architecture," IEEE Trans. on Wireless Communications, vol. 8, no. 7, pp. 3597-3607, Jul. 2009. https://doi.org/10.1109/TWC.2009.080415
  2. S. Han, B. Choi, and J. Lee,"A precise curved motion planning for a differential driving mobile robot," Mechatronics, vol. 18, no.9, pp.486-494, Nov. 2008. https://doi.org/10.1016/j.mechatronics.2008.04.001
  3. J. Yun, J. Ko,and J. Lee,"An inexpensive and accurate absolute position sensor for driving assistance," IEEE Trans. on Instrumentation and Measurement, vol. 57, no. 4, pp. 864-873, Apr. 2008. https://doi.org/10.1109/TIM.2007.913756
  4. S. Han, I. Kang, and J. Lee, "Implementation of spreader pose control using dual-electric compasses," IEEE Sensors Journal, vol.9, no. 1, pp.69-70, Jan. 2009. https://doi.org/10.1109/JSEN.2008.2010359
  5. 최효식, 황진아, 이장명, "유비쿼터스 모바일 로봇의 강인한 위치 추정 기법," 제어,로봇.시스템학회 논문지, 제14권 제11호, pp. 1139-1145, Nov. 2008. https://doi.org/10.5302/J.ICROS.2008.14.11.1139
  6. X. He, Y. Chen, and J. Liu, "Development of a low-cost integrated GPS/IMU system," IEEE AES Magazine, vol. 13, no. 12, pp. 7-10, Dec. 1998. https://doi.org/10.1109/62.735948
  7. 임상성, 조성준, "저가형 혼합항법시스템의 오차보정," 한국항행학회 논문지, 제7권 제2호, pp. 156-161, Dec. 2003.
  8. T. S. Li, S. Chang, and W. Tong, "Fuzzy target tracking control of autonomous mobile robots by using infrared sensors," IEEE Trans. on Fuzzy Systems, vol. 12, no. 4, pp. 491-501, Aug. 2004. https://doi.org/10.1109/TFUZZ.2004.832526
  9. 김선호, 박건국, 박경택, 안중환, "회전 레이져 슬릿 빔을 이용한 AGV 이동위치 검출," 한국정밀공학회지, 제18권 제12호, pp. 137-144, Dec. 2001.
  10. C. Siagian and L. ltti, "Biologically inspired mobile robot vision localization," IEEE Trans. on Robotics, vol. 25, no. 4, pp. 861-873, Aug. 2009. https://doi.org/10.1109/TRO.2009.2022424
  11. 소신섭, 은성배, "설계 및 구현," 전자공학회 논문지, 제44권 TC 제10호, pp.13-19, Oct. 2007.
  12. D. B. Jourdan, D. Dardari, andM.Z. Win, "Position error bound for UWB localization in dense cluttered environments," IEEE Trans. on Aerospace and Electronic Systems, vol. 44, no. 2, pp. 613-628, Apr. 2008. https://doi.org/10.1109/TAES.2008.4560210
  13. S. Baek, E, Choi, J, Huh, and K. Roh, "Sensor information management mechanism for context-aware service in ubiquitous home," IEEE Trans. on Consumer Electronics, vol.53, no.4, pp.1393-1400, Nov. 2007. https://doi.org/10.1109/TCE.2007.4429229
  14. 서영동, 송문규, "RF와 초음파 사이의 TDOA에 기반한 실내 측위시스템," 한국통신학회 논문지, 제34권 제6C호, pp. 611-618, Jun. 2009.
  15. 이수성, 최문규, 박재현, 이장명, "RF/초음파센서와 이동 특성에 기반한 고속 이동로봇의 위치추정기법," 제어.로봇.시스템학회 논문지, 제15권 제7호, pp. 734-741, Jul. 2009. https://doi.org/10.5302/J.ICROS.2009.15.7.734

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