H.G.C.R. Laksiri, J.V. Wijayakulasooriya and H.A.C. Dharmagunawardhana. Design and Development of an IoT Based Intelligent Controller for Smart Irrigation.
. 2019; 7(4):105-115. doi: 10.12691/AJEEE-7-4-4
IoT (Internet of Things), smart irrigation, drip irrigation, soil moisture condition, weather prediction
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[1] | Priyadharsnee, K.S. and Rathi, S., 2017. Iot based smart irrigation system. Int J Sci Eng Res, 8(5), pp.44-51. |
|
[2] | Rawal, S., 2017. IOT based smart irrigation system. International Journal of Computer Applications, 159(8), pp.7-11. |
|
[3] | Marshall, R.H., 1988, February. Environmental factors affecting plant productivity in. In Fort Keogh research symposium (Vol. 1, pp. 27-32). |
|
[4] | Nagarajapandian, M., Ram Prasanth, U., Selva Kumar, G. and Tamil Selvan, S., 2015. Automatic irrigation system on sensing soil moisture content. International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering, 3(1), pp.96-98. |
|
[5] | Parmar, B., Chokhalia, J. and Desarda, S., 2019. Terrace Garden Monitoring System Using Wireless Sensor Networks. Research Journal of Engineering Technology and Management (ISSN), 2(01). |
|
[6] | Devkar, P., Kumari, A., Choudhari, S. and Dhanawate, H., 2017. Automated Irrigation System using IoT. System, 159(8). |
|
[7] | Saraf, S.B. and Gawali, D.H., 2017, May. IoT based smart irrigation monitoring and controlling system. In 2017 2nd IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT) (pp. 815-819). IEEE. |
|
[8] | Zografos, A., 2014. Wireless Sensor-based Agricultural Monitoring System. |
|
[9] | Thaker, T., 2016, March. ESP8266 based implementation of wireless sensor network with Linux based web-server. In 2016 Symposium on Colossal Data Analysis and Networking (CDAN) (pp. 1-5). IEEE. |
|
[10] | Susmitha, A., Alakananda, T., Apoorva, M.L. and Ramesh, T.K., 2017, August. Automated Irrigation System using Weather Prediction for Efficient Usage of Water Resources. In IOP Conference Series: Materials Science and Engineering (Vol. 225, No. 1, p. 012232). IOP Publishing. |
|
[11] | Rao, D.V.N.K., Anusha, M., Babu, P.N., Sri, M.D., Rajesh, N. and Kumar, K.S., 2015. Prognostication of Climate Using Sliding Window Algorithm. International Journal of u-and e-Service, Science and Technology, 8(4), pp. 225-232. |
|
[12] | Kapoor, P. and Bedi, S.S., 2013. Weather forecasting using sliding window algorithm. ISRN Signal Processing, 2013. |
|
[13] | Robertson, A.W., Kirshner, S. and Smyth, P., 2004. Downscaling of daily rainfall occurrence over northeast Brazil using a hidden Markov model. Journal of climate, 17(22), pp.4407-4424. |
|
[14] | Khiatani, D. and Ghose, U., 2017, October. Weather forecasting using hidden Markov model. In 2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN) (pp. 220- 225). IEEE. |
|
[15] | Khadr, M., 2016. Forecasting of meteorological drought using Hidden Markov Model (case study: The upper Blue Nile river basin, Ethiopia). Ain Shams Engineering Journal, 7(1), pp.47-56. |
|
[16] | Joshi, J.C., Tankeshwar, K. and Srivastava, S., 2017. Hidden Markov Model for quantitative prediction of snowfall and analysis of hazardous snowfall events over Indian Himalaya. Journal of Earth System Science, 126(3), p.33. |
|
[17] | Zou, W., Yao, F., Zhang, B., He, C. and Guan, Z., 2017. Verification and predicting temperature and humidity in a solar greenhouse based on convex bidirectional extreme learning machine algorithm. Neurocomputing, 249, pp.72-85. |
|