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A Review of Internet of Things (IOT) Applications for Agricultural Automation

Chanchal Anushka, Kanika Jinda, Vinod M. Kapse

Abstract


In the conventional methodology of agriculture hard labor, lots of effort, and manpower with increases in the size of land use cause a massive amount of worker force to be deployed over various places for different work like giving water, checking plants, seeding, spraying anti- infecting/ pesticides, putting fertilizers and calculating the progress of plant and checking each and every plant for infection and insect attacks and lots and lots of other work which was time-consuming and a lot of manpower was required and not only manpower skilled or at least semiskilled manpower was required and if any catastrophic hits or someone’s negligence might become fatal for crop field and product quality so farming was a gamble of faith and hard labor. In this technologically advanced world, we can introduce some element of technology that can give easy to all the farmers and provide them a 24/7 working force and skilled labor in the form of different types of technological aspects and so does what was capable of being done by the human can be done with some help of technology with higher precision


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References


Abd El-kader, Sherine M., and Basma M. Mohammad El-Basioni. "Precision farming solution in Egypt using the wireless sensor network technology." Egyptian Informatics Journal 14, no. 3 (2013): 221-233.

Adame, Toni, Albert Bel, Boris Bellalta, Jaume Barcelo, and Miquel Oliver. "IEEE 802.11 AH: the WiFi approach for M2M communications." IEEE Wireless Communications 21, no. 6 (2014): 144-152.

Akkaş, Mustafa Alper, and Radosveta Sokullu. "An IoT-based greenhouse monitoring system with Micaz motes." Procedia computer science 113 (2017): 603-608.

Ananthi, N., J. Divya, M. Divya, and V. Janani. "IoT-based smart soil monitoring system for agricultural production." In 2017 IEEE Technological Innovations in ICT for Agriculture and Rural Development (TIAR), pp. 209-214. IEEE, 2017.

Parris, Iain, Fehmi Ben Abdesslem, and Tristan Henderson. "Facebook or Fakebook? The effects of simulated mobile applications on simulated mobile networks." Ad hoc networks 12 (2014): 35-49.

Ande, P., and D. Rojatkar. "A survey: application of IoT." International Research Journal of Engineering and Technology 4, no. 10 (2017): 347-350.

Antony, Anish Paul, Kendra Leith, Craig Jolley, Jennifer Lu, and Daniel J. Sweeney. "A review of practice and implementation of the internet of things (IoT) for smallholder agriculture." Sustainability 12, no. 9 (2020): 3750.

Abbasi, Abu Zafar, Noman Islam, and Zubair Ahmed Shaikh. "A review of wireless sensors and networks' applications in agriculture." Computer Standards & Interfaces 36, no. 2 (2014): 263-270.

AshifuddinMondal, Md, and Zeenat Rehena. "Iot based intelligent agriculture field monitoring system." In 2018 8th International Conference on Cloud Computing, Data Science & Engineering (Confluence), pp. 625-629. IEEE, 2018.

Astill, Jake, Rozita A. Dara, Evan DG Fraser, Bruce Roberts, and Shayan Sharif. "Smart poultry management: Smart sensors, big data, and the internet of things." Computers and Electronics in Agriculture 170 (2020): 105291.

Cambra Baseca, Carlos, Sandra Sendra, Jaime Lloret, and Jesus Tomas. "A smart decision system for digital farming." Agronomy 9, no. 5 (2019): 216.

Kim, Wan-Soo, Won-Suk Lee, and Yong-Joo Kim. "A review of the applications of the internet of things (IoT) for agricultural automation." Journal of Biosystems Engineering 45, no. 4 (2020): 385-400.

Borgia, Eleonora. "The Internet of Things vision: Key features, applications, and open issues." Computer Communications 54 (2014): 1-31.

Boursianis, Achilles D., Maria S. Papadopoulou, Panagiotis Diamantoulakis, Aglaia Liopa-Tsakalidi, Pantelis Barouchas, George Salahas, George Karagiannidis, Shaohua Wan, and Sotirios K. Goudos. "Internet of things (IoT) and agricultural unmanned aerial vehicles (UAVs) in smart farming: A comprehensive review." Internet of Things 18 (2022): 100187.

Bu, Fanyu, and Xin Wang. "A smart agriculture IoT system based on deep reinforcement learning." Future Generation Computer Systems 99 (2019): 500-507.

Chaudhary, Rashi, Jalaj Ranjan Pandey, Prakhar Pandey, and Pulkit Chaudhary. "Case study of Internet of Things in area of agriculture, ‘AGCO's fuse technology’s ‘connected farm services’." In 2015 International Conference on Green Computing and Internet of Things (ICGCIoT), pp. 148-153. IEEE, 2015.

Chowdhury, Bishal Saha, and Nadimpalli Raghukiran. "Autonomous sprinkler system with the Internet of Things." International Journal of Applied Engineering Research 12, no. 16 (2017): 5430-5432.

Dagar, Rahul, Subhranil Som, and Sunil Kumar Khatri. "Smart farming–IoT in agriculture." In 2018 International Conference on Inventive Research in Computing Applications (ICIRCA), pp. 1052-1056. IEEE, 2018.

Dallimore, K. (2017). Precision livestock farming. https://www.canadianpoultrymag.com/health/precision-livestock-farming- 30052. Accessed 23 January 2017.

Debauche, Olivier, Meryem El Moulat, Saïd Mahmoudi, Slimane Boukraa, Pierre Manneback, and Frédéric Lebeau. "Web monitoring of bee health for researchers and beekeepers based on the internet of things." Procedia computer science 130 (2018): 991-998.

Dhall, Ruchi, and Himanshu Agrawal. "An improved energy efficient duty cycling algorithm for IoT based precision agriculture." Procedia Computer Science 141 (2018): 135-142.

Dholu, Manishkumar, and K. A. Ghodinde. "Internet of things (IoT) for precision agriculture application." In 2018 2nd International conference on trends in electronics and informatics (ICOEI), pp. 339-342. IEEE, 2018.

Diène, Bassirou, Joel JPC Rodrigues, Ousmane Diallo, EL Hadji Malick Ndoye, and Valery V. Korotaev. "Data management techniques for Internet of Things." Mechanical Systems and Signal Processing 138 (2020): 106564.

Edwards-Murphy, Fiona, Michele Magno, Pádraig M. Whelan, John O’Halloran, and Emanuel M. Popovici. "b+ WSN: Smart beehive with preliminary decision tree analysis for agriculture and honey bee health monitoring." Computers and Electronics in Agriculture 124 (2016): 211-219.

FAO. (2017). The future of food and agriculture–trends and challenges. Food and Agriculture Organization of the United Nations. http:// www.fao.org/3/a-i6583e.pdf. Accessed 22 February 2017.

Farooq, Muhammad Shoaib, Shamyla Riaz, Adnan Abid, Kamran Abid, and Muhammad Azhar Naeem. "A Survey on the Role of IoT in Agriculture for the Implementation of Smart Farming." Ieee Access 7 (2019): 156237-156271.

Fernández-Garcia, Raul, and Ignacio Gil. "An alternative wearable tracking system based on a low-power wide-area network." Sensors 17, no. 3 (2017): 592.

Foughali, Karim, Karim Fathallah, and Ali Frihida. "Using Cloud IOT for disease prevention in precision agriculture." Procedia computer science 130 (2018): 575-582.

Frenzel, Louis E. "ENGINEERING ESSENTIALS-The Fundamentals of Short-Range Wireless Technologies." Electronic Design 60, no. 14 (2012): 32.

Gao, Demin, Quan Sun, Bin Hu, and Shuo Zhang. "A framework for agricultural pest and disease monitoring based on internet-of-things and unmanned aerial vehicles." Sensors 20, no. 5 (2020): 1487.

Gavaskar, S., and A. Sumithra. "Design and development of pest monitoring system for implementing precision agriculture using IoT." IJSTE-International Journal of Science Technology & Engineering 3, no. 09 (2017).

Geng, Xia, Qinglei Zhang, Qinggong Wei, Tong Zhang, Yu Cai, Yong Liang, and Xiaoyong Sun. "A mobile greenhouse environment monitoring system based on the internet of things." Ieee Access 7 (2019): 135832-135844.

Giri, Arindam, Subrata Dutta, and Sarmistha Neogy. "Enabling agricultural automation to optimize utilization of water, fertilizer, and insecticides by implementing Internet of Things (IoT)." In 2016 International Conference on Information Technology (InCITe)-The Next Generation IT Summit on the Theme-Internet of Things: Connect your Worlds, pp. 125-131. IEEE, 2016.

Glaroudis, Dimitrios, Athanasios Iossifides, and Periklis Chatzimisios. "Survey, comparison and research challenges of IoT application protocols for smart farming." Computer Networks 168 (2020): 107037.

Goap, Amarendra, Deepak Sharma, A. Krishna Shukla, and C. Rama Krishna. "An IoT-based smart irrigation management system using Machine learning and open source technologies." Computers and electronics in agriculture 155 (2018): 41-49.

Gubbi, Jayavardhana, Rajkumar Buyya, Slaven Marusic, and Marimuthu Palaniswami. "Internet of Things (IoT): A vision, architectural elements, and future directions." Future generation computer systems 29, no. 7 (2013): 1645-1660.

Guerra, M. "Ways the IoT Revolutionizes Farming, 2017." Electronic Design [Электронный ресурс].-URL: http://www. electronicdesign.com/analog/3-ways-iot-revolutionizes-farming_(датаобращения: 22.06. 2018) (3).

Gutiérrez, Joaquín, Juan Francisco Villa-Medina, Alejandra Nieto-Garibay, and Miguel Ángel Porta-Gándara. "Automated irrigation system using a wireless sensor network and GPRS module." IEEE transactions on instrumentation and measurement 63, no. 1 (2013): 166-176.

Hadipour, Morteza, Javad Farrokhi Derakhshandeh, and Mohsen Aghazadeh Shiran. "An experimental setup of multi-intelligent control system (MICS) of water management using the Internet of Things (IoT)." ISA transactions 96 (2020): 309-326.

Halachmi, I., and M. Guarino. "Precision livestock farming: a ‘per animal approach using advanced monitoring technologies." Animal 10, no. 9 (2016): 1482-1483.

Heble, S., A. Kumar, K. V. V. D. Prasad, S. Samirana, P. Rajalakshmi, and U. B. Desai. "A low power IoT network for smart agriculture. 2018 IEEE 4Th World Forum On Internet Of Things (WF-IoT), 609–614." IEEE. DOI 10 (2018).

Hong, Gu-Zhah, and Ching-Lu Hsieh. "Application of integrated control strategy and Bluetooth for irrigating romaine lettuce in greenhouse." IFAC-PapersOnLine 49, no. 16 (2016): 381-386.

Huang, A. (2016). Transforming the agricultural industry. https://www. ibm.com/blogs/internet-of-things/agricultural-industry/. Accessed 9 August 2016.

Isik, Mehmet Fatih, Mustafa Resit Haboglu, and I. S. İ. K. Ercan. "A monitoring and control system integrated with smartphones for the efficient use of underground water resources in agricultural product growing." Hittite Journal of Science and Engineering 4, no. 2 (2017): 99-103.

Islam, M. S., & Dey, G. K. (2019). Precision agriculture: renewable energy-based smart crop field monitoring and management system using WSN via IoT. In: 2019 International Conference on Sustainable Technologies for Industry 4.0 (STI), pp. 1–6, Dhaka, Bangladesh: IEEE.

Jawad, Haider Mahmood, Rosdiadee Nordin, Sadik Kamel Gharghan, Aqeel Mahmood Jawad, and Mahamod Ismail. "Energy-efficient wireless sensor networks for precision agriculture: A review." Sensors 17, no. 8 (2017): 1781.

Jayaraman, Prem Prakash, Ali Yavari, Dimitrios Georgakopoulos, Ahsan Morshed, and Arkady Zaslavsky. "Internet of things platform for smart farming: Experiences and lessons learned." Sensors 16, no. 11 (2016): 1884.

Jin, Xue-Bo, Xing-Hong Yu, Xiao-Yi Wang, Yu-Ting Bai, Ting-Li Su, and Jian-Lei Kong. "Deep learning predictor for sustainable precision agriculture based on internet of things system." Sustainability 12, no. 4 (2020): 1433.

Kalaivani, T., A. Allirani, and P. Priya. "A survey on Zigbee-based wireless sensor networks in agriculture." In 3rd International Conference on Trendz in Information Sciences & Computing (TISC2011), pp. 85-89. IEEE, 2011.

Vickers, Neil J. "Animal communication: when I’m calling you, will you answer too?." Current Biology 27, no. 14 (2017): R713-R715.

Karim, Foughali, and Fathalah Karim. "Monitoring system using a web of things in precision agriculture." Procedia Computer Science 110 (2017): 402-409.

Khatri, Narendra, Abhishek Sharma, Kamal Kishore Khatri, and Ganesh D. Sharma. "An IoT-based innovative real-time pH monitoring and control of municipal wastewater for agriculture and gardening." In Proceedings of the first international conference on a smart system, innovations and computing, pp. 353-362. Springer, Singapore, 2018.

Khattab, Ahmed, Serag ED Habib, Haythem Ismail, Sahar Zayan, Yasmine Fahmy, and Mohamed M. Khairy. "An IoT-based cognitive monitoring system for early plant disease forecast." Computers and Electronics in Agriculture 166 (2019): 105028.

Köksal, Ö., and Bedir Tekinerdogan. "Architecture design approach for IoT-based farm management information systems." Precision Agriculture 20, no. 5 (2019): 926-958.

VinothKumar, V., R. Ramasamy, S. Janarthanan, and M. Vasim Babu. "Implementation of IoT in smart irrigation system using Arduino processor." International Journal of Civil Engineering and Technology (IJCIET) (2017).

Lavanya, G., Chellasamy Rani, and Pugalendhi GaneshKumar. "An automated low-cost IoT-based Fertilizer Intimation System for smart agriculture." Sustainable Computing: Informatics and Systems 28 (2020): 100300.

Lee, Meonghun, Jeonghwan Hwang, and Hyun Yoe. "Agricultural production system based on IoT." In 2013 IEEE 16Th international conference on computational science and engineering, pp. 833-837. IEEE, 2013.

Li, Hua, Huan Wang, Wenqing Yin, Yongwei Li, Yan Qian, and Fei Hu. "Development of a remote monitoring system for henhouse environment based on IoT technology." Future Internet 7, no. 3 (2015): 329-341.

Li, Chenggong, Yongwei Tang, Maoli Wang, and Xiaojie Zhao. "Agricultural machinery information collection and operation based on the data platform." In 2018 IEEE International Conference of Safety Produce Informatization (IICSPI), pp. 472-475. IEEE, 2018.

Liao, Min-Sheng, Cheng-Long Chuang, Tzu-Shiang Lin, Chia-Pang Chen, Xiang-Yao Zheng, Po-Tang Chen, Kuo-Chi Liao, and Joe-Air Jiang. "Development of an autonomous early warning system for Bactrocera dorsalis (Hendel) outbreaks in remote fruit orchards." Computers and electronics in agriculture 88 (2012): 1-12.

Liao, Min-Sheng, Shih-Fang Chen, Cheng-Ying Chou, Hsun-Yi Chen, Shih-Hao Yeh, Yu-Chi Chang, and Joe-Air Jiang. "On precisely relating the growth of Phalaenopsis leaves to greenhouse environmental factors by using an IoT-based monitoring system." Computers and Electronics in Agriculture 136 (2017): 125-139.

Lipiński, Adam J., Piotr Markowski, Seweryn Lipiński, and Paweł Pyra. "Precision of tractor operations with soil cultivation implements using manual and automatic steering modes." Biosystems Engineering 145 (2016): 22-28.

Maheswari, R., H. Azath, P. Sharmila, and S. Sheeba Rani Gnanamalar. "Smart village: Solar based smart agriculture with IoT enabled for climatic change and fertilization of the soil." In 2019 IEEE 5th International Conference on Mechatronics System and Robots (ICMSR), pp. 102-105. IEEE, 2019.

Marković, Dušan, Ranko Koprivica, Uroš Pešović, and Siniša Randić. "Application of IoT in monitoring and controlling agricultural production." Acta Agriculturae Serbica 20, no. 40 (2015): 145-153.

Martinez, J. "Smart viticulture project in Spain uses sensor devices to harvest healthier more abundant grapes for coveted Albarino wines." Libelium World. Publish in: Agriculture, Case Studies, Meshlium, Plug and Sense, Waspmote. Available online: http://www. libelium.com/sensors-mag-smart-viticulture-project in-Spain-uses-sensor-devices-to-harvest-healthier-more-abundant-grapes-for-coveted-Albarino-wines/(accessed on 7 May 2017) (2014).

Memon, Muhammad Hunain, Wanod Kumar, AzamRafique Memon, Bhawani S. Chowdhry, Muhammad Aamir, and Pardeep Kumar. "Internet of Things (IoT) enabled smart animal farm." In 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom), pp. 2067-2072. IEEE, 2016.

Mohanraj, I., Kirthika Ashokumar, and J. Naren. "Field monitoring and automation using IOT in agriculture domain." Procedia Computer Science 93 (2016): 931-939.

Moon, Aekyeung, Jaeyoung Kim, Jialing Zhang, and Seung Woo Son. "Evaluating fidelity of lossy compression on spatiotemporal data from an IoT-enabled smart farm." Computers and Electronics in Agriculture 154 (2018): 304-313.

Kim, Wan-Soo, Won-Suk Lee, and Yong-Joo Kim. "A review of the applications of the internet of things (IoT) for agricultural automation." Journal of Biosystems Engineering 45, no. 4 (2020): 385-400.


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