농업활용 드론 기술동향 및 과제

  • 김성환 (전북대학교 항공우주공학과) ;
  • 이건희 (전북대학교 항공우주공학과) ;
  • 유기호 (전북대학교 항공우주공학과)
  • 발행 : 2016.09.30

초록

군사용 목적으로 개발된 드론이 급격한 발전을 통해 항공촬영, 배송, 정찰/감시 등의 민간 분야로 확대되면서, 최근에는 드론을 활용한 다양한 응용분야가 주목받고 있다. 농업분야의 드론 활용은 방제작업뿐만 아니라 파종, 작황 모니터링, 샘플채취 및 운반 등 스마트/정밀 농업 실현에 있어 큰 비중을 차지하고 있으며 그 활용이 기대되고 있다. 본 기술 특집호에서는 드론의 농업분야 국내 외 기술개발 동향에 대해 소개하고, 스마트/정밀 농업을 위한 드론의 기술이슈와 해결과제를 언급한다.

키워드

참고문헌

  1. 이건영, "드론, 우리 곁으로 성큼 다가온다," 전기의 세계, vol. 65, no. 1, pp.17-24, 2016.
  2. A. Cavoukian, Privacy and drones: Unmanned aerial vehicles, Ontario, Canada: Information and Privacy Commissioner of Ontario, Canada, pp.1-12, 2012.
  3. D. Floreano, and R. J. Wood", Science, technology and the future of small autonomous drones," Nature, vol. 521, no. 7553, pp. 460-466, 2015. https://doi.org/10.1038/nature14542
  4. B. A. Vroegindeweij, S. W. Van-Wijk, E. Van-Henten, "Autonomous unmanned aerial vehicles for agricultural applications," Proc. of the International Conference of Agricultural Engineering, 2014.
  5. C. Anderson, Agricultural Drones Retrieved 8-5-2014, http://www.technologyreview.com/featuredstory/526491/agricultural-drones/.
  6. P. K. Freeman, R. S. Freeland, "Agricultural UAVs in the U.S.: potential, policy, and hope," Remote Sensing Applications : Society and Environment, pp. 35-43, December. 2015.
  7. 오세일, "민간용 드론활용 연구," 한국방송공학회 하계 학술대회, pp. 315-318, 2015.
  8. S. J. Zaloga, D. Rockwell, P. Finnegan, 2014 World Unmanned Aerial Vehicle Systems-Market Profile and Forecast, 2014 Edition, Teal Group Corporation.
  9. 이대우, "[고부가가치 파급효과 기대되는 드론] 부산 드론산업 발전을 위해 '드론개발시험원' 설립 필요," 부산발전포럼, no. 153, pp. 50-57, 2015.
  10. Yamaha Motor, R-max Specifications, http://rmax.yamahamotor.com.au/specifications.
  11. Yamaha Motor, Remotely Piloted Helicopters, https://www.yamahamotorsports.com/motorsports/pages/precision-agriculture.
  12. SungWoo Engeering, Remo-H, http://www.swerc.com/content/29.
  13. DJI, AGRAS MG-1, http://www.dji.com/kr/product/mg-1.
  14. 3D Robotics, Solo, https://3dr.com/solo-drone/specs/.
  15. 농업경제연구소", 드론(Drone) 시장확대가 농업에 주는 영향과 정책 과제," NHERI 주간 브리프, pp. 7-10, July. 2014.
  16. 정구현, 이진홍, 전명희, 박인태", 무인항공기, 쌀농업을띄운다. -무인항공기의 농업적 이용현황 및 경제성-," 경기도농업기술원, 작물연구과, 2015.
  17. 박진기, A. Das, 박종화, "농업분야 무인항공기 영상 활용 동향: 리뷰 및 제안," 농업과학연구, vol. 42, no. 3, pp. 269-276, 2015. https://doi.org/10.7744/cnujas.2015.42.3.269
  18. 무인항공기, 농업혁명을 일으킨다, www.sciencetimes.co.kr/?news=무인항공기-농업혁명을-일으킨다.
  19. 신진욱, 김대중, "전북 첨단산업의 융합허브, 드론산업," Issue & Tech, 전북테크노파크, vol. 39, 2015.
  20. 안진영, "세계의 민간 무인항공기시스템(UAS) 관련 규제 현황," 항공우주산업기술동향, vol. 13, no. 1, pp. 51-67, 2015.
  21. F. G. Costa, J. Ueyama, T. Braun, G. Pessin, F. S. Osorio, P. A. Vargas", The use of unmanned aerial vehicles and wireless sensor network in agricultural applications," 2012 IEEE International Geoscience and Remote Sensing Symposium, pp. 5045-5048, 2012.
  22. J.-H. Kim, C.-H. Heo, S.-J. Lee, Y.-G. Song, "Development of unmanned airship for agricultural spray," Proc. of the Korean Society for Aeronautical and Space Sciences (in Korean), pp. 521-524. 2009.
  23. 한국항공대, 방제용 멀티콥터, http://kau.ac.kr/page/kauspace/kaunews_list.jsp?search_boardId=7269.
  24. 농업기술원, 과수원 병해충, 드론으로 잡는다, http://nongup.gg.go.kr/noti/30?c_pid=102201.
  25. A. Sato, "The RMAX Helicopter UAV," Yamaha Motor Co., LTD., Shizuoka, Japan, Report, 2003.
  26. I. Unal, and M. Topakci, "A review on using drones for precision farming applications," Proc. of 12th International Congress on Agricultural Mechanization and Energy, pp. 276-283, 2014.
  27. Boeing, 2013. Using UAVs to Enhance the Quality of Precision Agriculture, http://www.nwuav.com/auvsi/Cascade201304-ppts/Dan%20Gadler/Using-UAVs-to-Enhance--Precision-Agriculture.pdf.
  28. Agribotix, NDVI imagery, http://agribotix.com/blog/2014/06/10/misconceptions-about-uav-collected-ndvi-imagery-and-theagribotix-experience-in-ground-truthing-these-images-foragriculture/.
  29. Vegetation Index, http://kimny1004.blogspot.kr/2010/01/%EC%8B%9D%EC%83%9D%EC%A7%80%EC%88%98-vegetation-index.html.
  30. I. Amago, Understanding your aerial data: Normalized differencevegetation index, http://media.precisionhawk.com/topic/ndvi/.
  31. J. A. Berni, P. J. Zarco-Tejada, L. Suarez, E. Fereres, " Thermal and narrowband multispectral remote sensing for vegetation monitoring from an unmanned aerial vehicle," IEEE Transactions on Geoscience and Remote Sensing, vol. 47, no. 3, pp. 722-738, 2009. https://doi.org/10.1109/TGRS.2008.2010457
  32. D. Stefanakis, J. N. Hatzopoulos, N. Margaris, N. Danalatos, "Creation of a remote sensing unmanned aerial system (uas) for precision agriculture and related mapping applications," Proc. of ASPRS 2013 Annual Conference, Baltimore, Maryland, 2013.
  33. E. R Hunt JR, M. Cavigelli, C. S. T. Daugtry, J. Mcmurtrey III, C. L. Walthall, "Evalution of digital photography from model aircraft for remote sensing of crop biomass and nitrogen status," Precision Agriculture, vol. 6, pp. 359-378, August. 2005. https://doi.org/10.1007/s11119-005-2324-5
  34. A. Tabanlloglu, A. C. Yucedag, M. F. Tuysuz, M. E. Tenekeci, "Multicopter usage for analysis productivity in agriculture on GAP region," Signal Processing and Communications Application Conference, pp. 1102-1105, 2015.
  35. D. Tuner, A. Lucieer, C. Watson, "Development of an Unmanned Aerial Vehicle for Hyper Resolution Vineyard mapping based on visible, multi-spectral and thermal imagery," International Symposium on Remote Sensing of Environment, 2011.
  36. Y.-S. Kang, S.-H. Kim, J.-G. Kang, K. S. Tapash, C.-S. Ryu, Y.-G. Hong, "Estimation of nitrogen content in bean using UAV Imagery," Proc. of the Korean Society of the Agricultural machinery (in Korean), Vol. 21, No. 1, pp. 121-122, 2016.
  37. S.-C. Hong, B.-H. Lee, S.-J. Jang, Y.-H. Park", Improve the quality of farm map using unmanned aerial photogrammetry," Proc. of the Korean Society for Geospatial Information System (in Korean), pp. 159-162, 2015.
  38. J.-K. Park, J.-H. Park", Reservoir failure monitoring and identified by the UAV aerial images," Journal of Crisisonomy (in Korean), Vol. 11, No. 4, pp. 155-167, 2015.
  39. AGCO, introduces Solo AGCO Edition UAV, http://westernfarmpress.com/management/agco-introduces-solo-agcoedition-uav.
  40. HoneyComb, AgDrone, http://www.honeycombcorp.com/specifications/.
  41. HoneyComb and the AgDrone, http://dronelife.com/2014/04/07/honeycomb-and-the-agdrone/.
  42. PrecisionHwak, Lancaster, http://www.precisionhawk.com/agriculture.
  43. The 7 Best Agricultural Drones on the Market, http://dronelife.com/2015/10/14/7-best-agricultural-drones-market/.
  44. Sensefly, ebee AgDrone, https://www.sensefly.com/drones/ebeeag.html.
  45. 한국정보화진흥원, "빅데이터 동향과 이슈," no. 3, 2014.
  46. S. Sonka, "Big Data and the Ag Sector: More than Lots of Numbers," International Food and Agribusinees Management Review, vol. 17, January 2014.
  47. P. E. Pounds, D. R. Bersak, A. M. Dollar, "Stability of small-scale UAV helicopters and quadrotors with added payload mass under PID control," Autonomous Robots, vol. 33, no. 1-2, pp. 129-142, 2012. https://doi.org/10.1007/s10514-012-9280-5
  48. K.-S. Park, G.-Y. Jung, K.-H. Yu, "Comparative evaluation of remote controller for manual operation of quad-rotor," Proc. of Industrial Electronics Society, IECON 2013-39th Annual Conference of the IEEE. IEEE, pp.3388-3391, 2013.
  49. 유기호, 우언주, "무선조종 비행체용 무선조종기," Pat. no. 10-2016-0088410, Korea, 2016.
  50. K. LaFleur, K. Cassady, A. Doud, K. Shades, E. Rogin, B. He, "Quadcopter control in three-dimensional space using a noninvasive motor imagery-based brain-computer interface," Journal of neural engineering, vol. 10, no. 4, 2013.
  51. D. Melliger, M. Shomin, N. Michael, V. Kumar, "Cooperative Grasping and Transport using Multiple Qudrotors," Proc. of the International Symposium on Distributed Autonomous Robotic System, Nov. 2010.
  52. G. Gioioso, A. Franchi, G. Salvietti, S. Scheggi, D. Prattichizzo, "The Flying Hand: a Formation of UAVs for Cooperative Aerial Tele-Manipulation", Proc. of 2014 IEEE International Conference on Robotics and Automation, pp. 4335-4341, 2014.
  53. M. Orsag, C. Korpela, P. Oh, "Modeling and control of MMUAV: Mobile manipulating unmanned aerial vehicle," Journal of Intelligent & Robotic Systems, Vol. 69, pp. 227-240, 2013. https://doi.org/10.1007/s10846-012-9723-4
  54. S.-S. Kim, S.-W. Choi, H.-J. Kim, "Aerial manipulation using a quadrotor with a two DOF robotic arm," 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE, 2013.
  55. S. R. Herwitz. et al, "Imaging from an unmanned aerial vehicle : agricultural surveillance and decision support," Computers and Electronics in Agriculture, vol. 44, no. 1, pp. 49-61, 2014. https://doi.org/10.1016/j.compag.2004.02.006
  56. J.-S. Lee, H.-B. Park, K.-H. Yu, "Flight path optimization of solar powered UAV for endurance flight," Proc. of Society of Instrument and Control Engineers of Japan (SICE), 2015 54th Annual Conference of the. IEEE, pp. 820-823, 2015.
  57. H.-B. Park, J.-S. Lee, K.-H. Yu, "Experiment and evaluation of solar powered UAV by virtual flight system," Proc. of Society of Instrument and Control Engineers of Japan (SICE), 2015 54th Annual Conference of the. IEEE, pp. 1052-1057, 2015.
  58. J. Schomann, "Hybrid-electric propulsion systems for small unmanned aircraft," PhD Thesis. Technische Universitat Munchen, 2014.
  59. K. Fujii, K. Higuchi, J. Rekimoto, "Endless flyer: a continuous flying drone with automatic battery replacement," In Ubiquitous Intelligence and Computing, 2013 IEEE 10th International Conference on and 10th International Conference on Autonomic and Trusted Computing (UIC/ATC), pp. 216-223, 2013.
  60. 손성화, 강진혁, 박경준, "드론 무선통신의 개요 및 이슈," 한국통신학회지, vol. 33, no. 2, pp. 93-99, 2016.
  61. M.-S. Yoo, S.-K. Hong, Y.-T, Kang, D.-Y. Kim, B.-J. Kim, and S.-H. Jeong, "Real time control and video transmission of a quadrotor flying robot using LTE telecommunication network," Proc. of the Korean Society for Aeronautical and Space Sciences Spring Conference (in Korean), pp. 556-559, 2015.
  62. M. Asadpour, D. Giustiniano, K. A. Hummel, "From ground to aerial communication: dissecting WLAN 802.11n for the drones," Proc. of the 8th ACM international workshop on Wireless network testbeds, experimental evaluation &characterization, pp. 25-32, 2013.