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Cooperative UAV/UGV Platform for a Wide Range of Visual Information

광범위 시야 정보를 위한 UAV와 UGV의 협업 연구

  • Received : 2014.03.09
  • Accepted : 2014.05.23
  • Published : 2014.06.25

Abstract

In this study, a cooperative UAV and UGV platform is proposed to obtain a wide range of visual information. The UAV recognizes a pattern marker on UGV and tracks the UGV without user control. It can provide wide range of visual information for a user in the UGV. The UGV by a user is controled equipped with an aluminum board. And the UAV can take off and land on the UGV. The UAV uses two cameras; one camera is used to recognize a pattern marker and another is used to provide a wide range of visual information to the UGV's user. It is guaranteed that the proposed visual-based approach detects and tracks the target marker on the UGV, and then lands well. The experimental results show that the proposed approach can effectively construct a cooperative UAV/UGV platform for obtaining a wide range of vision information.

본 논문은 기존의 UGV(Unmanned Ground Vehicle)에서 얻을 수 없었던 광범위한 시야를 얻기 위하여 UGV와 UAV(Unmanned Aerial Vehicle)를 함께 운용하는 플랫폼을 제안한다. UAV는 사용자 조종 없이 UGV 상단의 마커를 인식 한 후 UGV를 추적하며 광범위한 시야를 UGV 사용자에게 전달해 준다. UGV는 사용자가 직접 조정하며, 상단에 마커가 붙어 있는 넓은 알루미늄 판위에 UAV는 자동 이륙, 착륙 한다. UAV에는 2개의 카메라가 설치되어 있고, 하나는 마커인식을 위해 다른 하나는 전방의 광범위한 시야를 위하여 사용된다. UAV가 UGV를 추적하는데 있어 인식의 정확도를 높이기 위하여 마커 인식을 사용하였고, 전체 시스템의 통신은 WiFi 통신을 사용하였다. 실험의 결과를 통해 제안된 방법이 광범위 시야 정보를 얻기 위하여 UAV/UGV의 협업 연구에 효과적으로 적용될 수 있음을 보여준다.

Keywords

References

  1. Jaehong Lee, Changmin Lee and DaeEun Kim, "Attitude Control of Quadrotor with On-Board Visual Feature Projection System, " IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 2426-2431, Nov. 2013.
  2. Fernando, H.C.T.E., De Silva, A.T.A., De Zoysa, M.D.C., Dilshan, K.A.D.C., Munasinghe, S.R., "Modelling, Simulation and Implementation of a Quadrotor UAV," IEEE 8th International Conference on Industrial and Information Systems, pp 207-212, Dec. 2013.
  3. Markus Ryll, Heinrich H. Bulthoff, and Paolo Robuffo Giordano, "Modeling and Control of a Quadrotor UAV with Tilting Propellers, "IEEE International Conference on Robotics and Automation, pp 4606-4613, May. 2012.
  4. Angelica Torres Gaitan, Yolanda Bolea, "Modeling and Robust Attitude Control of a Quadrotor System," 2013 10th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE), pp 7-12, Oct. 2013.
  5. Atheer L. Salih, M. Moghavvemi, Haider A. F. Mohamed and Khalaf Sallom Gaeid, "Modelling and PID Controller Design for a Quadrotor Unmanned Air Vehicle," 2010 IEEE International Conference Automation Quality and Testing Robotics (AQTR), pp 1-5, May. 2010.
  6. Seungho Jeong and Seul Jung, "Design, Control, and Implementation of Small Quad-Rotor System Under Practical Limitation of Cost Effectiveness," International Journal of Fuzzy Logic and Intelligent System, vol. 13, no. 4, pp 324-335, Dec. 2013. https://doi.org/10.5391/IJFIS.2013.13.4.324
  7. Anastasia Razinkova, Byung-Jun Kang, Hyun-Chan Cho and Hong-Tae Jeon, "Constant Altitude Flight Control for Quadrotor UAVs with Dynamic Feedforward Compensation," International Journal of Fuzzy Logic and Intelligent System, vol. 14, no. 1, pp 26-33, Mar. 2014. https://doi.org/10.5391/IJFIS.2014.14.1.26
  8. M A Olivares-Mendez, P Campoy, I Mellado-Bataller and L Mejias, "See-and-avoid quadcopter using fuzzy control optimized by cross-entropy," WCCI 2012 IEEE World Congress on Computational Intelligence, pp 1-7, Jun. 2012.
  9. Jae-Young Choi and Sung-Gaun Kim, "Study on the Improved Target Tracking for the Collaborative Control of the UAV-UGV," Journal of Institute of Control, Robotics and Systems, vol. 19, no. 5, pp 450-456, May. 2013. https://doi.org/10.5302/J.ICROS.2013.13.9010
  10. Cheng Hui, Chen Yousheng, Li Xiaokun and Wong Wing Shing, "Autonomous Takeoff, Tracking and Landing of a UAV on a Moving UGV Using Onboard Monocular Vision," Chinese Control Conference, pp 5895-5901, Jul. 2013.
  11. Wei Li, Tianguang Zhang and Kolja Kuhnlenz, "A Vision-Guided Autonomous Quadrotor in An Air-Ground Multi-Robot System," International Conference on Robotics and Automation, pp 2980-2985, May. 2011.
  12. http://cafe.naver.com/isarku PROJECTS>Video Clips (Cooperative UAV/UGV Platform for a Wide Range of Visual Information)