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International Journal of Aerospace Engineering
Volume 2017, Article ID 1823056, 17 pages
https://doi.org/10.1155/2017/1823056
Research Article

Characterization of the Aerodynamic Ground Effect and Its Influence in Multirotor Control

Robotics, Vision and Control Group, University of Seville, Seville, Spain

Correspondence should be addressed to Guillermo Heredia; se.su@relliug

Received 14 February 2017; Revised 6 July 2017; Accepted 13 July 2017; Published 17 August 2017

Academic Editor: Kenneth M. Sobel

Copyright © 2017 Pedro Sanchez-Cuevas et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. K. P. Valavanis and G. J. Vachtsevanos, Handbook of Unmanned Aerial Vehicles, Springer, 2015. View at Publisher · View at Google Scholar · View at Scopus
  2. M. Orsag, C. Korpela, and P. Oh, “Modeling and control of MM-UAV: mobile manipulating unmanned aerial vehicle,” Journal of Intelligent and Robotic Systems: Theory and Applications, vol. 69, no. 1-4, pp. 227–240, 2013. View at Publisher · View at Google Scholar · View at Scopus
  3. M. Fumagalli, R. Naldi, A. Macchelli et al., “Developing an aerial manipulator prototype: physical interaction with the environment,” IEEE Robotics and Automation Magazine, vol. 21, no. 3, pp. 41–50, 2014. View at Publisher · View at Google Scholar · View at Scopus
  4. K. Kondak, A. Ollero, I. Maza et al., “Unmanned aerial systems physically interacting with the environment: load transportation, deployment, and aerial manipulation,” Handbook of Unmanned Aerial Vehicles, pp. 2755–2785, 2015. View at Publisher · View at Google Scholar · View at Scopus
  5. S. Kim, H. Seo, and H. J. Kim, “Operating an unknown drawer using an aerial manipulator,” in Proceedings of the 2015 IEEE International Conference on Robotics and Automation, ICRA 2015, pp. 5503–5508, May 2015. View at Publisher · View at Google Scholar · View at Scopus
  6. G. Heredia, A. E. Jimenez-Cano, I. Sanchez et al., “Control of a multirotor outdoor aerial manipulator,” in Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2014, pp. 3417–3422, September 2014. View at Publisher · View at Google Scholar · View at Scopus
  7. A. E. Jimenez-Cano, J. Braga, G. Heredia, and A. Ollero, “Aerial manipulator for structure inspection by contact from the underside,” in Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2015, pp. 1879–1884, October 2015. View at Publisher · View at Google Scholar · View at Scopus
  8. H. Tsukagoshi, M. Watanabe, T. Hamada, D. Ashlih, and R. Iizuka, “Aerial manipulator with perching and door-opening capability,” in Proceedings of the 2015 IEEE International Conference on Robotics and Automation, ICRA 2015, pp. 4663–4668, May 2015. View at Publisher · View at Google Scholar · View at Scopus
  9. AEROARMS Project website, “Aerial Robotics Cooperative Assembly system,” http://www.arcas-project.eu.
  10. ARCAS Project website, http://www.aeroarms-project.eu.
  11. I. Cheeseman and W. Bennett, “The effect of the ground on a helicopter rotor in forward flight,” ARC R&M 3021, 1955. View at Google Scholar
  12. E. A. Fradenburgh, “The helicopter and the ground effect machine,” Journal of the American Helicopter Society, vol. 5, no. 4, pp. 24–33, 1960. View at Publisher · View at Google Scholar
  13. H. C. Curtiss Jr., M. Sun, W. F. Putman, and E. J. Hanker Jr., “Rotor aerodynamics in ground effect at low advance ratios,” Journal of the American Helicopter Society, vol. 29, no. 1, pp. 48–55, 1984. View at Publisher · View at Google Scholar · View at Scopus
  14. T. E. Lee, J. G. Leishman, and M. Ramasamy, “Fluid dynamics of interacting blade tip vortices with a ground plane,” Journal of the American Helicopter Society, vol. 55, no. 2, pp. 22005–2200516, 2010. View at Publisher · View at Google Scholar
  15. P. Tanner, A. Overmeyer, L. Jenkins, C. S. Yao, and S. Bartram, “Experimental investigation of rotorcraft outwash in ground effect,” in Proceedings of the 71th Annual Forum of the American Helicopter Society, pp. 1–26, 2015.
  16. J. S. Hayden, “Effect of the ground on helicopter hovering power required,” in Proceedings of the AHS 32nd Forum, 1976. View at Scopus
  17. K. Nonaka and H. Sugizaki, “Integral sliding mode altitude control for a small model helicopter with ground effect compensation,” in Proceedings of the 2011 American Control Conference, pp. 202–207, San Francisco, CA, June 2011. View at Publisher · View at Google Scholar
  18. M. Bangura and R. Mahony, “Nonlinear dynamic modeling for high performance control of a quadrotor,” in Proceedings of the Australasian Conference on Robotics and Automation, Wellington, New Zealand, 2012.
  19. D. Abeywardena, Z. Wang, G. Dissanayake, S. L. Waslander, and S. Kodagoda, “Model-aided state estimation for quadrotor micro air vehicles amidst wind disturbances,” in Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2014, pp. 4813–4818, September 2014. View at Publisher · View at Google Scholar · View at Scopus
  20. M. Bangura, H. Lim, H. J. Kim, and R. Mahony, “Aerodynamic power control for multirotor aerial vehicles,” in Proceedings of the 2014 IEEE International Conference on Robotics and Automation, ICRA 2014, pp. 529–536, June 2014. View at Publisher · View at Google Scholar · View at Scopus
  21. C. D. McKinnon and A. P. Schoellig, “Unscented external force and torque estimation for quadrotors,” in Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2016, pp. 5651–5657, October 2016. View at Publisher · View at Google Scholar · View at Scopus
  22. T. Tomic and S. Haddadin, “A unified framework for external wrench estimation, interaction control and collision reflexes for flying robots,” in Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2014, pp. 4197–4204, September 2014. View at Publisher · View at Google Scholar · View at Scopus
  23. F. Ruggiero, J. Cacace, H. Sadeghian, and V. Lippiello, “Impedance control of VToL UAVs with a momentum-based external generalized forces estimator,” in Proceedings of the 2014 IEEE International Conference on Robotics and Automation, ICRA 2014, pp. 2093–2099, June 2014. View at Publisher · View at Google Scholar · View at Scopus
  24. B. Yuksel, C. Secchi, H. H. Bülthoff, and A. Franchi, “A nonlinear force observer for quadrotors and application to physical interactive tasks,” in Proceedings of the 2014 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2014, pp. 433–440, July 2014. View at Publisher · View at Google Scholar · View at Scopus
  25. T. Tomic and S. Haddadin, “Simultaneous estimation of aerodynamic and contact forces in flying robots: Applications to metric wind estimation and collision detection,” in Proceedings of the 2015 IEEE International Conference on Robotics and Automation, ICRA 2015, pp. 5290–5296, Seattle, USA, May 2015. View at Publisher · View at Google Scholar · View at Scopus
  26. N. Guenard, T. Hamel, and L. Eck, “Control laws for the tele operation of an unmanned aerial vehicle known as an X4-flyer,” in Proceedings of the Proceeding of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS '06), pp. 3249–3254, Beijing, China, October 2006. View at Publisher · View at Google Scholar · View at Scopus
  27. H. Nobahari and A. R. Sharifi, “Continuous ant colony filter applied to online estimation and compensation of ground effect in automatic landing of quadrotor,” Engineering Applications of Artificial Intelligence, vol. 32, pp. 100–111, 2014. View at Publisher · View at Google Scholar · View at Scopus
  28. L. Danjun, Z. Yan, S. Zongying, and L. Geng, “Autonomous landing of quadrotor based on ground effect modelling,” in Proceedings of the 34th Chinese Control Conference, CCC 2015, pp. 5647–5652, July 2015. View at Publisher · View at Google Scholar · View at Scopus
  29. J. Bartholomew, A. Calway, and W. Mayol-Cuevas, “Learning to predict obstacle aerodynamics from depth images for micro air vehicles,” in Proceedings of the 2014 IEEE International Conference on Robotics and Automation, ICRA 2014, pp. 4967–4973, June 2014. View at Publisher · View at Google Scholar · View at Scopus
  30. C. Hooi, F. Lagor, and D. Paley, “Flow sensing for height estimation and control of a rotor in ground effect: modeling and experimental results,” in Proceedings of the AHS 71st Annual Forum, Virginia Beach, USA, May 2015.
  31. C. Powers, D. Mellinger, A. Kushleyev, B. Kothmann, and V. Kumar, “Influence of aerodynamics and proximity effects in quadrotor flight,” in Experimental Robotics, vol. 88 of Springer Tracts in Advanced Robotics, pp. 289–302, Springer International Publishing, Heidelberg, 2013. View at Publisher · View at Google Scholar
  32. I. Sharf, M. Nahon, A. Harmat et al., “Ground effect experiments and model validation with Draganflyer X8 rotorcraft,” in Proceedings of the 2014 International Conference on Unmanned Aircraft Systems, ICUAS 2014, pp. 1158–1166, May 2014. View at Publisher · View at Google Scholar · View at Scopus
  33. D. A. Griffiths, S. Ananthan, and J. G. Leishman, “Predictions of rotor performance in ground effect using a free-vortex wake model,” Journal of the American Helicopter Society, vol. 50, no. 4, pp. 302–314, 2005. View at Publisher · View at Google Scholar · View at Scopus
  34. P. Castillo, R. Lozano, and A. Dzul, Modelling and Control of Mini-Flying Machines, Springer, 2005.
  35. R. Mahony, V. Kumar, and P. Corke, “Multirotor aerial vehicles: modeling, estimation, and control of quadrotor,” IEEE Robotics and Automation Magazine, vol. 19, no. 3, pp. 20–32, 2012. View at Publisher · View at Google Scholar · View at Scopus
  36. J. W. Seo, B. E. Lee, B. S. Kang, S. J. Oh, and K. J. Yee, “Experimental study on the small-scale rotor hover performance in partial ground conditions,” Journal of the Korean Society for Aeronautical & Space Sciences, vol. 38, no. 1, pp. 12–21, 2010. View at Publisher · View at Google Scholar
  37. H. Lim, J. Park, D. Lee, and H. J. Kim, “Build your own quadrotor: Open-source projects on unmanned aerial vehicles,” IEEE Robotics and Automation Magazine, vol. 19, no. 3, pp. 33–45, 2012. View at Publisher · View at Google Scholar · View at Scopus
  38. S. Bellens, J. De Schutter, and H. Bruyninckx, “A hybrid pose/ wrench control framework for quadrotor helicopters,” in Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), 2012.