Review on Application of Drone Systems in Precision Agriculture

Procedia Computer Science

Volumn 133, Issue , 2018, Pages 502-509

  Mogili, Um Rao ^a   Deepak, B B V L ^a  

^a NATIONAL INSTITUTE OF TECHNOLOGY   (India)

Author keywords

BLDC; Crop Monitoring; ESC; NDVI; PWM; Quad copter; Spraying System; Unmanned aerial vehicle

Indexed keywords

AIRCRAFT MANUFACTURE; ANTENNAS; DEVELOPING COUNTRIES; DRONES; FLOW CONTROL; PESTICIDES; PRECISION AGRICULTURE; PRODUCTIVITY; PULSE WIDTH MODULATION; ROBOTICS; UNMANNED AERIAL VEHICLES (UAV);

BLDC; CROP MONITORING; NDVI; QUAD COPTER; SPRAYING SYSTEM;

CROPS;

EID: 85051329574     PISSN: None     EISSN: 18770509     Source Type: Conference Proceeding    
DOI: 10.1016/j.procs.2018.07.063     Document Type: Conference Paper

References (54)

1. Costa, F., Ueyama, J., Braun T, Pessin G, Osorio F, Vargas P. (2012) "The use of unmanned aerial vehicles and wireless sensor network in agricultural applications.", IEEE conference on Geoscience and Remote Sensing Symposium (IGARSS-2012) 5045-5048.
2. Marinello F., Pezzuolo A., Chiumenti A., and Sartori L. Technical analysis of unmanned aerial vehicles (drones) for agricultural applications. Engineering for Rural Development 15 2016
3. Faiçal B.S., Costa F.G., Pessin G., Ueyama J., Freitas H., and Colombo A. The use of unmanned aerial vehicles and wireless sensor networks For spraying pesticides Journal of Systems Architecture 60 4 2014 393 404
4. Spoorthi, S., Shadaksharappa, B., Suraj, S., Manasa, V.K. (2017) »Freyr drone: Pesticide/fertilizers spraying drone-an agricultural approach.» IEEE 2nd International Conference on In Computing and Communications Technologies (ICCCT-2017), pp. 252-255.
5. Kale S.D., Khandagale S.V., Gaikwad S.S., Narve S.S., and Gangal P.V. Agriculture Drone for Spraying Fertilizer and Pesticides. Published in International journal of Advanced Research in Computer science and Software engineering 5 12 2015 804 807
6. Morey N.S., Mehere P.N., and Hedaoo K. Agriculture Drone for Fertilizers and Pesticides Spraying. International Journal for engineering applications and Technology 3 5 2017 Issue volume, ISSN: 2321-8134
7. Yallappa, D., Veerangouda, M., Maski, D., Palled, V., & Bheemanna, M. (2017, October) "Development and evaluation of drone mounted sprayer for pesticide applications to crops." IEEE Global Humanitarian Technology Conference (GHTC) 2017 IEEE (pp. 1-7).
8. Kabra T.S., Kardile A.V., Deeksha M.G., Mane D.B., Bhosale P.R., and Belekar A.M. Design, Development & Optimization of a Quad-Copter for Agricultural Applications. International Research Journal of Engineering and Technology (IRJET) 04 07 2017 e-ISSN: 2395-0056 Volume: Issue
9. Huang Y., Hoffmann W.C., Lan Y., Wu W., and Fritz B.K. Development of a spray system for an unmanned aerial vehicle platform. Applied Engineering in Agriculture 25 6 2009 803 809
10. Huang Y., Hoffman W.C., Lan Y., Fritz B.K., and Thomson S.J. Development of a low-volume sprayer for an unmanned helicopter. Journal of Agricultural Science 7 1 2014 148
11. Primicerio J., Di Gennaro S.F., Fiorillo E., Genesio L., Lugato E., Matese A., and Vaccari F.P. A flexible unmanned aerial vehicle for precision agriculture. Precision Agriculture 13 4 2012 517 523
12. Patel P.N., Patel M.A., Faldu R.M., and Dave Y.R. Quadcopter for agricultural surveillance. Advance in Electronic and Electric Engineering 3 4 2013 427 432
13. Anthony, D., Elbaum, S., Lorenz, A., & Detweiler, C. (2014) "On crop height estimation with UAVs." IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2014), pp. 4805-4812.
14. Vardhan P.H., Dheepak S., Aditya P.T., and Arul S. Development of Automated Aerial Pesticide Sprayer. International Journal of Engineering Science and Research Technology 3 4 2014
15. Giles D.K., and Billing R.C. Deployment and Performance of a UAV for Crop Spraying. Chemical Engineering Transactions 44 2015 307 322
16. Meivel S., Maguteeswarn R., Gandhiraj N., and Srinivasan G. Quad copter UAV based Fertilizer and Pesticide Spraying System. International Academic Research Journal of Engineering Sciences 1 1 2016 8 12 Vol issue, February, Page No.2016
17. Vanitha N., Vinodhini V., and Rekha S. A Study on Agriculture UAV for Identifying the Plant Damage after Plantation. International Journal of Engineering and Management Research (IJEMR) 6 6 2016 310 313
18. Xue X., Lan Y., Sun Z., Chang C., and Hoffmann W.C. Develop an unmanned aerial vehicle based automatic aerial spraying system. Computers and electronics in agriculture 128 2016 58 66
19. Sohail, S., Nasim, S., & Khan, N. H. (2017) "Modeling, controlling and stability of UAV Quad Copter." IEEE International Conference in Innovations in Electrical Engineering and Computational Technologies (ICIEECT-2017), pp. 1-8.
20. Herwitz S.R., Johnson L.F., Dunagan S.E., Higgins R.G., Sullivan D.V., Zheng J., and Slye R.E. Imaging from an unmanned aerial vehicle: agricultural surveillance and decision support. Computers and electronics in agriculture 44 1 2004 49 61
21. Zhang C., and Kovacs J.M. The application of small unmanned aerial systems for precision agriculture: a review Precision agriculture, Springer 13 6 2012 693 712
22. Gupte, S., Mohandas, P. I. T., & Conrad, J. M. (2012) "A survey of quadrotor unmanned aerial vehicles." In Southeastcon, 2012 proceedings of IEEE (pp. 1-6).
23. AdityaS. Natu, and Kulkarni S.C. Adoption and Utilization of Drones for Advanced Precision Farming: A Review. 2016 International Journal on Recent and Innovation Trends in Computing and Communication published in, ISSN: 2321-8169 Volume: 4 Issue: 5 PP.563-565
24. st International Conference in Next Generation Computing Applications (NextComp), 2017 (pp. 5-10).
25. Everaerts J. The use of unmanned aerial vehicles (UAVs) for remote sensing and mapping. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences 37 2008 2008 1187 1192
26. Cai G., Chen B.M., and Lee T.H. An overview on development of miniature unmanned rotorcraft systems. Frontiers of Electrical and Electronic Engineering in China 5 1 2010 1 14
27. Zhu H., Lan Y., Wu W., Hoffmann W.C., Huang Y., Xue X., and Fritz B. Development of a PWM precision spraying controller for unmanned aerial vehicles. Journal of Bionic Engineering 7 3 2010 276 283
28. Achtelik, M. C., Stumpf, J., Gurdan, D., & Doth, K. M. (2011) "Design of a flexible high performance quadcopter platform breaking the mav endurance record with laser power beaming." IEEE International Conference in Intelligent robots and systems (iros-2011), (pp. 5166-5172).
29. Sarghini F., and De Vivo A Interference analysis of a heavy lift multi rotor drone flow field and transported spraying system. Chemical Engineering Transactions 58 2017 631 636
30. Sarghini F., and De Vivo A Analysis of preliminary design requirements of a heavy lift multi rotor drone for agricultural use Chemical Engineering Transactions 58 2017 625 630
31. Qasim, M., Susanto, E., & Wibowo, A. S. (2017) "PID control for attitude stabilization of an unmanned aerial vehicle quad-copter." In Instrumentation, Control, and Automation (ICA), 2017 5th International Conference on (pp. 109-114). IEEE.
32. Bendig J., Bolten A., and Bareth G. Introducing a low-cost mini-UAV for thermal-and multispectral-imaging. Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci 39 2012 345 349
33. Colomina I., and Molina P. Unmanned aerial systems for photogrammetry and remote sensing: A review. ISPRS Journal of Photogrammetry and Remote Sensing 92 2014 79 97
34. Simelli Ioanna., and Tsagaris A. The Use of Unmanned Aerial Systems (UAS) in Agriculture. 2015 HAICTA 730 736
35. Yao, L., Jiang, Y., Zhiyao, Z., Shuaishuai, Y., & Quan, Q. (2016) "A pesticide spraying mission assignment performed by multi-quadcopters and its simulation platform establishment." In Guidance, Navigation and Control Conference (CGNCC), 2016 IEEE Chinese (pp. 1980-1985).
36. Maurya, P. (2015) "Hardware implementation of a flight control system for an unmanned aerial vehicle." Retrieved 06 01, 2015, from Computer science and engineering: http://www.cse.iitk.ac.in/users/moona/students/Y2258.pdf.
37. Berner, B., & Chojnacki, J. (2017) "Use of Drones in Crop Protection." IX International Scientific Symposium, Lublin, Poland, DOI: 10.24326/fmpmsa.2017.9.
38. Mallick, T. C., Bhuyan, M. A. I., & Munna, M. S. (2016) "Design & implementation of an UAV (Drone) with flight data record." IEEE International Conference in Innovations in Science, Engineering and Technology (ICISET), (pp. 1-6).
39. Huang Y., Thomson S.J., Hoffmann W.C., Lan Y., and Fritz B.K. Development and prospect of unmanned aerial vehicle technologies for agricultural production management. International Journal of Agricultural and Biological Engineering 6 3 2013 1 10
40. Yanliang Z., Qi L., and Wei Z. Design and test of a six-rotor unmanned aerial vehicle (UAV) electrostatic spraying system for crop protection. International Journal of Agricultural and Biological Engineering 10 6 2017 68 76
41. Shilin W., Jianli S., Xiongkui H., Le S., Xiaonan W., Changling W., and Yun L. Performances evaluation of four typical unmanned aerial vehicles used for pesticide application in China. International Journal of Agricultural and Biological Engineering 10 4 2017 22 31
42. Qing T., Ruirui Z., Liping C., Min X., Tongchuan Y., and Bin Z. Droplets movement and deposition of an eight-rotor agricultural UAV in downwash flow field. International Journal of Agricultural and Biological Engineering 10 3 2017 47
43. Xinyu X., Kang T., Weicai Q., Lan Y., and Zhang H. Drift and deposition of ultra-low altitude and low volume application in paddy field. International Journal of Agricultural and Biological Engineering 7 4 2014 23
44. Kedari S., Lohagaonkar P., Nimbokar M., Palve G., and Yevale P. Quadcopter-A Smarter Way of Pesticide Spraying. Imperial Journal of Interdisciplinary Research 2 6 2016
45. Van Blyenburgh P. UAVs: an overview. Air & Space Europe 1 5-6 1999 43 47
46. Herwitz, S., Johnson, L., Arvesen, J., Higgins, R., Leung, J., & Dunagan, S. (2002) "Precision agriculture as a commercial application for solar-powered unmanned aerial vehicles." In 1st UAV Conference (p. 3404).
47. Qin W., Xue X., Zhang S., Gu W., and Wang B. Droplet deposition and efficiency of fungicides sprayed with small UAV against wheat powdery mildew. International Journal of Agricultural and Biological Engineering 11 2 2018 27 32
48. Tang Y., Hou C.J., Luo S.M., Lin J.T., Yang Z., and Huang W.F. Effects of operation height and tree shape on droplet deposition in citrus trees using an unmanned aerial vehicle. Computers and Electronics in Agriculture 148 2018 1 7
49. Pederi, Y. A., & Cheporniuk, H. S. (2015) "Unmanned Aerial Vehicles and new technological methods of monitoring and crop protection in precision agriculture." In Actual Problems of Unmanned Aerial Vehicles Developments (APUAVD), 2015 IEEE International Conference (pp. 298-301). IEEE.
50. Bhandari A.K., Kumar A., and Singh G.K. Feature extraction using Normalized Difference Vegetation Index (NDVI): a case study of Jabalpur city. Procedia Technology 6 2012 612 621
51. Rouse J.W., Haas R.H., Schell J.A., and Deering D.W. Monitoring vegetation systems in the Great Plains with ERTS. S.C. Freden, M.A. Becker, Third ERTS Symposium 1973 NASA Goddard Space Flight Centre Greenbelt, MD 309 317
52. Yamaha, Yamaha Motor Co., 2014, http://rmax.yamaha-motor.com.au.
53. BBVL Deepak, and Pritpal Singh A survey on design and development of an unmanned aerial vehicle (quadcopter). International Journal of Intelligent Unmanned Systems 4 2 2016 70 106
54. Nayak S., Nalini J., and Deepak B.B.V.L. Development of gesture controlled robot using 3-axis accelerometer. JoCI 23 2016 34