DOI QR코드

DOI QR Code

Position Recognition and Indoor Autonomous Flight of a Small Quadcopter Using Distributed Image Matching

분산영상 매칭을 이용한 소형 쿼드콥터의 실내 비행 위치인식과 자율비행

  • 진태석 (동서대학교 메카트로닉스공학과)
  • Received : 2020.02.27
  • Accepted : 2020.04.09
  • Published : 2020.04.30

Abstract

We consider the problem of autonomously flying a quadcopter in indoor environments. Navigation in indoor settings poses two major issues. First, real time recognition of the marker captured by the camera. Second, The combination of the distributed images is used to determine the position and orientation of the quadcopter in an indoor environment. We autonomously fly a miniature RC quadcopter in small known environments using an on-board camera as the only sensor. We use an algorithm that combines data-driven image classification with image-combine techniques on the images captured by the camera to achieve real 3D localization and navigation.

Keywords

References

  1. N. Michael, D. Mellinger, Q. Lindsey, and V. Kumar, "The grasp multiple micro uav testbed," in IEEE Robotics and Automation Magazine, Sept. 2010.
  2. D. Mellinger and V. Kumar, "Minimum snap trajectory generation and control for quadrotors," in IEEE International Conference on Robotics and Automation, pp. 2520-2525, 2011.
  3. Robin Ritz, Mark W. Muller, Markus Hehn, and Raaello D'Andrea, "Cooperative Quadrocopter Ball Throwing and Catching," in IEEE/RSJ International Conference on Intelligent Robots and Systems, October 2012.
  4. B.Y. Yun, W.S. Yoon, "A Study on the Improvement of Orthophoto Accuracy According to the Flight Photographing Technique and GCP Location Distance in Orthophoto Generation Using UAV" Journal of the Korean Society of Industry Convergence, vol.21, no.6. pp.345-354, 2018 https://doi.org/10.21289/KSIC.2018.21.6.345
  5. S.C. Han, "Development of Vision Inspection System for Defects of Industrial Wire Harness," Journal of the Korean Society of Industry Convergence, vol.11, no.4. pp.189-194, 2008.
  6. T.S. Jin, "Fuzzy Inference Based Collision Free Navigation of a Mobile Robot using Sensor Fusion" Journal of the Korean Society of Industry Convergence, vol.21, no.2. pp.95-101, 2018. https://doi.org/10.21289/KSIC.2018.21.2.95
  7. H.Y. Bae, H.J. Kim, J.I. Paeng, H.S.Sim, and J.C. Moon, "A Study on Shape Recognition Technology of Die Casting and Forging Parts Based on Robot Vision for Inspection Process Automation in Limit Environment" Journal of the Korean Society of Industry Convergence, vol.21, no.6. pp.369-378, 2018. https://doi.org/10.21289/KSIC.2018.21.6.369
  8. D.B. Kim, H.J. Kim, J.C. Moon, H.Y, Bae, S.H. Han, "A Study on Obstacle Avoidance and Autonomous Travelling of Mobile Robot in Manufacturing Precess for Smart Factory," Journal of the Korean Society of Industry Convergence, vol.21, no.6. pp.379-388, 2018. https://doi.org/10.21289/KSIC.2018.21.6.379