Recent Trends in Sensor Research & Technology Review Article

Sensor and IoT centered Smart Agriculture by NodeMCU

  1. Dr. Kazi Kutubuddin Sayyad Liyakat Department of Electronics & Telecommunication Engineering, Brahmdevdada Mane Institute of Technology, Solapur

Abstract

A style of farming that makes use of technology and data to maximize the throughput and efficiency of farming techniques is stated to as smart agriculture. This method of farming is also often referred to as precision farming or digital farming. The fact that this invention in the agricultural sector has the impending to radically transmute how users cultivate and produce food makes it an extremely hopeful and exciting development. Although Internet of Things (IoT) sensors can collect data regarding agricultural areas and respond appropriately based on customer input, the concept of smart agriculture is still in its infancy. The purpose of this study is to propose the creation of a smart agriculture system that makes use of cutting-edge tools like IoT, NodeMCU, and wireless sensor networks (WSN). To accomplish the purpose of the paper, automation, and developing technologies, like IoT and smart agriculture, will be utilized. Keeping a close eye on the conditions in the surrounding area is one of the most important strategies to boost the quantity of successful crops that are produced. Within the scope of this work, the development of a system that monitors moisture, temperature, and humidity through the utilization of sensors based on a NodeMCU is discussed.

Keywords

References (45)

  1. Liyakat KKS. Machine Learning Approach Using Artificial Neural Networks to Detect Malicious Nodes in IoT Networks. Lecture Notes in Networks and Systems. 2023:123-134. doi:10.1007/978-981-99-3932-9_12
  2. Pradeepa M, Jamberi K, Sajith S, Bai MR, Prakash A, Kutubuddin sayyad liyakat kazi. Student Health Detection using a Machine Learning Approach and IoT. 2022 IEEE 2nd Mysore Sub Section International Conference (MysuruCon). 2022:1-5. doi:10.1109/mysurucon55714.2022.9972445
  3. Liyakat KKS. Detecting Malicious Nodes in IoT Networks Using Machine Learning and Artificial Neural Networks. 2023 International Conference on Emerging Smart Computing and Informatics (ESCI). 2023:1-5. doi:10.1109/esci56872.2023.10099544
  4. Kasat K, Shaikh N, Rayabharapu VK, Nayak M, Sayyad Liyakat KK. Implementation and Recognition of Waste Management System with Mobility Solution in Smart Cities using Internet of Things. 2023 Second International Conference on Augmented Intelligence and Sustainable Systems (ICAISS). 2023:1661-1665. doi:10.1109/icaiss58487.2023.10250690
  5. Liyakat KKS. Machine Learning Approach Using Artificial Neural Networks to Detect Malicious Nodes in IoT Networks. Algorithms for Intelligent Systems. 2023:27-37. doi:10.1007/978-981-99-4577-1_3
  6. Kazi K. AI-Driven IoT (AIIoT) in Healthcare Monitoring. Advances in Media, Entertainment, and the Arts. 2024:77-101. doi:10.4018/979-8-3693-0639-0.ch003
  7. Kazi K. Modelling and Simulation of Electric Vehicle for Performance Analysis. Advances in Mechatronics and Mechanical Engineering. 2024:295-320. doi:10.4018/979-8-3693-2611-4.ch014
  8. Kazi KS. Computer-Aided Diagnosis in Ophthalmology. Advances in Healthcare Information Systems and Administration. 2024:112-135. doi:10.4018/979-8-3693-3661-8.ch006
  9. Magadum PK. Machine learning for predicting wind turbine output power in wind energy conversion systems. Grenze Int J Eng Technol. 2024;10:2074–80.
  10. Nerkar PM, Dhaware BU. Predictive data analytics framework based on heart healthcare system (HHS) using machine learning. J Adv Zool. 2023;44(Sp Issue):3673–86.
  11. Neeraja P, Kumar RG, Kumar MS, Liyakat KKS, Vani MS. DL-Based Somnolence Detection for Improved Driver Safety and Alertness Monitoring. 2024 IEEE International Conference on Computing, Power and Communication Technologies (IC2PCT). 2024:589-594. doi:10.1109/ic2pct60090.2024.10486714
  12. Explainable Artificial Intelligence in Healthcare Systems. 2024. doi:10.52305/gomr8163
  13. Liyakat Kazi KS. ChatGPT. Advances in Computational Intelligence and Robotics. 2024:1-20. doi:10.4018/979-8-3693-4268-8.ch001
  14. Veena C, Sridevi M, Liyakat KKS, Saha B, Reddy SR, Shirisha N. HEECCNB: An Efficient IoT-Cloud Architecture for Secure Patient Data Transmission and Accurate Disease Prediction in Healthcare Systems. 2023 Seventh International Conference on Image Information Processing (ICIIP). 2023:407-410. doi:10.1109/iciip61524.2023.10537627
  15. Prasad KR, Karanam SR, Ganesh D, Liyakat KKS, Talasila V, Purushotham P. AI in public-private partnership for IT infrastructure development. The Journal of High Technology Management Research. 2024;35(1):100496. doi:10.1016/j.hitech.2024.100496
  16. Nagrale M, Pol RS, Birajadar GB, Mulani AO. Internet of robotic things in cardiac surgery: An innovative approach. Afr J Biol Sci. 2024;6:709–25. doi:10.33472/AFJBS.6.6.2024.709-725.
  17. Kazi KSL. IoT Driven by Machine Learning (MLIoT) for the Retail Apparel Sector. Advances in Marketing, Customer Relationship Management, and E-Services. 2024:63-81. doi:10.4018/979-8-3693-3049-4.ch004
  18. Kazi KSL. Machine Learning (ML)-Based Braille Lippi Characters and Numbers Detection and Announcement System for Blind Children in Learning. Advances in Systems Analysis, Software Engineering, and High Performance Computing. 2024:16-39. doi:10.4018/979-8-3693-3033-3.ch002
  19. Kazi KSL. Artificial Intelligence (AI)-Driven IoT (AIIoT)-Based Agriculture Automation. Advances in Business Information Systems and Analytics. 2024:72-94. doi:10.4018/979-8-3693-3583-3.ch005
  20. Kutubuddin K. Vehicle health monitoring system (VHMS) by employing IoT and sensors. Grenze Int J Eng Technol. 2024;10:5367–74.
  21. Kutubuddin K. A novel approach on ML based palmistry. Grenze Int J Eng Technol. 2024;10:5186–93.
  22. Kutubuddin K. IoT based boiler health monitoring for sugar industries. Grenze Int J Eng Technol. 2024;10:5178–85.
  23. Gupta B, Kumar PK, Singh A, Sabharwal R, Asokan P. The role of artificial intelligence in driving agricultural revolution. J Agric Eng Res Technol. 2024;3:221–9.
  24. Kazi KSL. Machine Learning-Based Pomegranate Disease Detection and Treatment. Advances in Environmental Engineering and Green Technologies. 2024:469-498. doi:10.4018/979-8-3693-3061-6.ch019
  25. Khadake SB, Patil VJ. Prototype Design & Development of Solar Based Electric Vehicle. 2023 3rd International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON). 2023:1-7. doi:10.1109/smartgencon60755.2023.10442455
  26. Patil VJ, Khadake SB, Tamboli DA, Mallad HM, Takpere SM, Sawant VA. Review of AI in Power Electronics and Drive Systems. 2024 3rd International conference on Power Electronics and IoT Applications in Renewable Energy and its Control (PARC). 2024:94-99. doi:10.1109/parc59193.2024.10486488
  27. Khadake SB. Detecting salient objects of a natural scene in A video using spatiotemporal saliency & color map. JournalNX - A Multidisciplinary Peer Reviewed Journal. 2021;2:30–5. Dolli SP, Rathod KS, Waghmare OP, Deshpande AV. An overview of intelligent traffic control system using PLC and use of current data of vehicle travels. JournalNX - A Multidisciplinary Peer Reviewed Journal. 2021;1–4
  28. Khadake SB. Detecting salient objects of a natural scene in A video using spatiotemporal saliency & color map. JNX. 2021;2:30–5.Dolli SP, Rathod KS, Waghmare OP, Deshpande AV. An overview of intelligent traffic control system using PLC and use of current data of vehicle travels. JournalNX - A Multidisciplinary Peer Reviewed Journal. 2021;1–4.
  29. Patil VJ, Khadake SB, Tamboli DA, Mallad HM, Takpere SM, Sawant VA. A Comprehensive Analysis of Artificial Intelligence Integration in Electrical Engineering. 2024 5th International Conference on Mobile Computing and Sustainable Informatics (ICMCSI). 2024:484-491. doi:10.1109/icmcsi61536.2024.00076
  30. Khadake S, Kawade S, Moholkar S, Pawar M. A Review of 6G Technologies and Its Advantages Over 5G Technology. Techno-societal 2022. 2023:1043-1051. doi:10.1007/978-3-031-34644-6_107
  31. Ameykumar Balkrishna Dudgikar, Adnan Ahmad Akbar Ingalgi, Abhishek Gensidha Jamadar, Onkar Rameshchandra Swami, Suhas Balram Khadake, Shreya Vikram Moholkar. Intelligent Battery Swapping System for Electric Vehicles with Charging Stations Locator on IoT and Cloud Platform. International Journal of Advanced Research in Science, Communication and Technology. 2023:204-208. doi:10.48175/ijarsct-7867
  32. Padavale P, Dhere M, Bharati M Lingade. Automatic hand dispenser and temperature scanner for Covid-19 prevention. Int J Adv Res Sci Commun Technol. 2023;3:362–7. doi:10.48175/IJARSCT-11364.
  33. Suhas B. Detecting salient objects in a video by using spatio-temporal saliency & colour map. Int J Innov Eng Res Technol. 2021;3:1–9.
  34. Suhas B khadake, Pranita J Kashid, Asmita M Kawade, Santoshi V Khedekar, H. M. Mallad. Electric Vehicle Technology Battery Management -Review. International Journal of Advanced Research in Science, Communication and Technology. 2023:319-325. doi:10.48175/ijarsct-13048
  35. Wale Anjali D, Dipali R. Smart agriculture system using IoT. Int J Innov Res Technol. 2019;5:493–7.
  36. Kazi K. Model for agricultural information system to improve crop yield using IoT. J Open-Source Dev. 2022;9:16–24.
  37. Liyakat S. Intelligent watering system (IWS) for agricultural land utilising Raspberry Pi. Recent Trends Fluid Mech. 2023;10:26–31p.
  38. Sunil Shivaji Dhanwe et al. AI-driven IoT in robotics: A review. J Mech Robotics. 2024;9:41–8.
  39. Liyakat KSS, Liyakat KKS. Nanomedicine as a potential therapeutic approach to COVID-19. Int J Appl Nanotechnol. 2023;9:27–35p.
  40. Liyakat KKS. Intelligent watering system (IWS) for agricultural land utilising Raspberry Pi. Recent Trends Fluid Mech. 2024;10:26–31.
  41. Liyakat KKS. IoT and sensor-based smart agriculturings driven by NodeMCU. Res Rev Electron Commun Eng. 2024;1:25–33.
  42. Liyakat KKS. Smart agriculture based on AI-driven IoT (AIIoT): A KSK approach. Adv Res Commun Eng Innov. 2024;1:23–32.
  43. Kazi K. Complications with malware identification in IoT and an overview of artificial immune approaches. Res Rev J Immunol. 2024;14:54–62.
  44. Khadake SB, Chounde A, Gopnarayan BB, Patil KB, Kamble SS. Human health care system: A new approach towards life. Grenze Int J Eng Technol. 2024;10:5487–94.
  45. Khadake SB, Patil VJ, Mallad HM, Gopnarayan BB, Patil KB. Maximize farming productivity through Agriculture 4.0 based intelligence, with use of Agri tech sense advanced crop monitoring system. Grenze Int J Eng Technol. 2024;10:5127–34.
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