An Efficient IoT Based Smart Irrigation System and Plant Diseases Detection: A Review

  • Authors

    • M NagaGeetha
    • Dr N.V.K Ramesh
    2018-03-18
    https://doi.org/10.14419/ijet.v7i2.7.10918
  • Disease Diagnosis, Internet of Things (IoT), MATLAB, Image Processing, Sensing network.

  • The irrigation control and monitoring of the involved variables on the plant growth are actions that farmers must implement in their crops to save water resources and assessing the growth of the plant. In this paper, the literature is conducted on several authors’ works, their modern way of doing agriculture with IoT and image processing combination, thus the paper gives information about various techniques, algorithms, and architectures employed to detect the crop diseases in advance so that proper care can be taken to avoid it. Hence incorporating IoT with image processing gives improved detection ability in the agricultural system. The survey comprises several authors’ workouts of automated Irrigation and crop diseases Detection practices which are currently in use..

     

     

  • References

    1. [1] Mittal, Rakesh Bharti, Rejuvenating India’s Agricultural Sector: The Economic Times, January 2, 2010.

      [2] Multiple Nutrient Deficiency Detection in Paddy Leaf Images using Color and Patter Analysis, M V Latte, Sushila Shidnal, International conference on communication and signal processing, pp. 1007-1010, IEEE, 2016.

      [3] Rui, Jiang, and Sun Danpeng. "Architecture Design of the Internet of Things based on Cloud Computing." In Measuring Technology and Mechatronics Automation (lCMTMA), 2015 Seventh International Conference on, pp. 206-209. IEEE, 2015.

      [4] Ram, V., H. Vishal, S. Dhanalakshmi, and P. Meenakshi Vidya. "Regulation of water in agriculture field using Internet of Things." In Technological Innovation in ICT for Agriculture and Rural Development (TIAR), pp. 112- 115.1EEE, 2015.

      [5] Providing Smart Agricultural Solutions to Farmers for better yielding using IoT, M.K.Gayatri, Dr.G.S.Anandha Mala, J Jayasakthi, TIAR 2015.

      [6] Smart Agriculture Using Internet OF Things, Ayush Kapoor, Suchetha I Bhat, MK Suguana, Mohamadi GhousiyaKousar, HAER'15, Volume 10, Number 86 (2015) Special Issues.

      [7] Image Processing in Agriculture, Mrs. Lathal, A Poojith, B V Amarnath Reddy, G VittaiKumar, IJIREEICE Vol. 2, Issue 6, June 2014.

      [8] Zhou, Zhongwei, and Zhongyi Zhou. "Application of the internet of things in agriculture products supply chain management." In Control Engineering and Communication Technology (lCCECT), 2012 International Conference on, pp. 259-261. IEEE, 2012.

      [9] Li, Sanbo. "Application of the Internet of Things Technology in Precision Agriculture Irrigation Systems." In Computer Science & Service System (CSSS), 2012 International Conference on, pp. 1009-1013. IEEE, 2012.

      [10] Bo, Yifan, and Haiyan Wang. "The application of cloud computing and the internet of things in agriculture and forestry."In Service Sciences (HCSS), 2011 International Joint Conference on, pp. 168-172.1EEE, 2011. 978-1-5090-1022-6/16/$31.00 ©2016 IEE.

      [10]

      [11] F. Ingelrest, G. Barrenetxea, G. Schaefer, M. Vetterli, O. Couach, and M. Parlange. Sensor- Scope: Application-specific sensor network for environmental monitoring". In ACM Transactions on Sensor. Networks (TOSN), volume 6, Issue 2, Article No. 17, February 2010.

      [12] J. Vicente, R. Rocha, and R. Neves. GolfSense: A golf course WSN monitoring application". In International Conference on Computer Engineering and Systems (ICCES), pages 152{157, 2010.

      [13] S. Fazackerley, A. Campbell, R.R. Trenholm, and R. Lawrence. A holistic framework for water sustainability and education in municipal green spaces". In 25th IEEE Canadian Conference on Electrical & Computer Engineering (CCECE), pages 1{6, April-May 2012.

      [14] J. Burrell, T. Brooke, and R. Beckwith. Vineyard computing: sensor networks in agricultural production". In IEEE Pervasive Computing, volume 3, issue 1, pages 38{45, January-March 2004.

      [15] K.Sathish kannan, G.Thilagavathi, “Online Farming Based on Embedded Systems and Wireless Sensor Networksâ€, 2013 International Conference on Computation of Power, Energy Information and Communication (TCCPEIC) 71.

      [16] Giuseppe Anastasi, Orazio Farruggia, Giuseppe Lo Re§, and Marco Ortolani, “Monitoring High-Quality Wine Production using Wireless Sensor Networksâ€, Proceedings of the 42 Hawaii International Conference on System Sciences – 2009.

      [17] Rwan Mahmoud, Tasneem Yousuf, Fadi Aloul, “Internet of Things (IoT) Security: Current Status, Challenges and Prospective Measures'', Internet Technology and Secured Transactions (ICITST), 2015 10th International Conference.

      [18] DragoÅŸ Mihai Ofrim, Bogdan Alexandru Ofrim and DragoÅŸ Ioan Săcăleanu, “Improved environmental monitor and control using a wireless intelligent sensor networkâ€, Electrical and Electronics Engineering (ISEEE), 2010, 3rd International Symposium.

      [19] Rachel Cardell-Oliver, Keith Smettem, Mark Kranz and Kevin Mayer, “Field Testing a Wireless Sensor Network for Reactive Environmental Monitoringâ€, 2004 IEEE International Conference.

      [20] [20]. Duan Yan-e, “Design of Intelligent Agriculture Management Information System Based on IoTâ€, 2011 Fourth International Conference on Intelligent Computation Technology and Automation.

      [21] Fiona Edwards Murphy, Emanuel Popovici, P adraig Whelan, and Michele Magno, “Development of Heterogeneous Wireless Sensor Network for Instrumentation and Analysis of Beehivesâ€, Instrumentation and Measurement Technology Conference (I2MTC), 2015 IEEE International Conference.

      [22] P. Tirelli, N.A. Borghese [22]

      [23] Nguyen Tang Kha Duy, Nguyen Dinh Tu, Tra Hoang Son, and Luong Hong Duy Khanh, “Automated Monitoring and Control System for Shrimp Farms Based on Embedded System and Wireless Sensor Networkâ€, Electrical, Computer and Communication Technologies (ICECCT), 2015 IEEE International Conference.

      [24] A. Sivasankari, Mrs. S. Gandhimathi, “Wireless sensor based crop monitoring system for agriculture using Wi-Fi network dissertation'', International Journal of Computer Science and Information Technology Research ISSN 2348-120X (online) Vol. 2, Issue 3, pp.: (293-303), Month: July-September 2014.

      [25] Babu, MS Prasad. "A web based tomato crop expert information system based on artificial intelligence and machine learning algorithms.†2010.

      [26] Qirui, Yin. "Kaas-based intelligent service model in agricultural expert system." In Consumer Electronics, Communications and Networks CECNet, 2012 2nd International Conference on, pp. 2678-2680. IEEE, 2012.

      [27] Edrees, Soliman A., Ahmed Rafea, Ibrahim Fathy, and Mohamed Yahia. "NEPER: a multiple strategy wheat expert system." Computers and electronics in agriculture, Vol. 40, no. 1, pp. 27-43, 2007.

      [28] Marchal, P. Cano, D. Martínez Gila, J. Gámez García, and J. Gómez Ortega. "Expert system based on computer vision to estimate the content of impurities in olive oil samples." Journal of Food Engineering, Vol.119, no. 2, pp. 220-228, 2013.

      [29] Mansingh, Gunjan, Han Reichgelt, and Kweku-Muata Osei Bryson. "CPEST: An expert system for the management of pests and diseases in the Jamaican coffee industry." Expert systems with Applications, Vol.32, no. 1, pp. ~ 184-192, 2007.

      [30] ANNABATTULA, J., KOTESWARA RAO, S., SAMPATH DAKSHINA MURTHY, A., SRIKANTH, K.S. and DAS, R.P., 2015. Underwater passive target tracking in constrained environment. Indian Journal of Science and Technology, 8(35), pp. 1-4.

      [31] RAMKIRAN, D.S., MADHAV, B.T.P., PRASANTH, A.M., HARSHA, N.S., VARDHAN, V., AVINASH, K., CHAITANYA, M.N. and NAGASAI, U.S., 2015. Novel compact asymmetrical fractal aperture Notch band antenna. Leonardo Electronic Journal of Practices and Technologies, 14(27), pp. 1-12.

      [32] "Vudatha, C.P., Nalliboena, S., Jammalamadaka, S.K.R., Duvvuri, B.K.K., Reddy, L.S.S., Automated generation of test cases from output domain of an embedded system using Genetic algorithms, ICECT 2011 - 2011 3rd International Conference on Electronics Computer Technology, 5,5941989, pp. 216-220"

      [33] Sastry, J.K.R., Ganesh, J.V., Bhanu, J.S., I2C based networking for implementing heterogeneous microcontroller based distributed embedded systems, Indian Journal of Science and Technology, Volume 8, Issue 15, 2015

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    NagaGeetha, M., & N.V.K Ramesh, D. (2018). An Efficient IoT Based Smart Irrigation System and Plant Diseases Detection: A Review. International Journal of Engineering & Technology, 7(2.7), 661-664. https://doi.org/10.14419/ijet.v7i2.7.10918