A cloud-based prototype for the monitoring and predicting of data in precision agriculture based on internet of everythi

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ORIGINAL RESEARCH

A cloud‑based prototype for the monitoring and predicting of data in precision agriculture based on internet of everything K. Suresh Kumar1 · S. Balakrishnan2 · J. Janet2 Received: 28 April 2020 / Accepted: 24 October 2020 © Springer-Verlag GmbH Germany, part of Springer Nature 2020

Abstract To empower knowledgeable resolution and to gratify informational needs, farmers obligate agricultural information and appropriate knowledge. In India, day by day, the agriculture sector is diminishing, and it devastates the mass production ability of the ecosystem. It is a crucial need to resolve the complication in the sector to reimpose vibrancy and place it back on elevated progress. With the aim of to offer superior agricultural development, the Internet of Everything (IoE) has been developed and accomplished that recognize agricultural habitat data gatherings like soil moisture, humidity, light and temperature. Every sensor node can transform tracking information into the cloud. Data mining principles are utilized with takes cause of discovering communicative systems in the atmospheric constraints recorded by the sensor network. The implementation of this exploration was carried as a use case within the farmhouse in Chennai, India. This paper, we are presenting a formal provision of Peer-to-Peer Central- Registry biased Internet of Everything Protocol (P2PRioEP) which is an application medium registry for hybrid peer-to-peer IoT networks. The results are obtained over a duration and discussed. Keywords  Farmer · Agricultural sector · Internet of everything · IoT systems: wireless sensor network

1 Introduction A wireless sensor network is a network arranged with a class of nodes combining the challenges of communicating, fabricating and acquiring. Once installed, the nodes function with every other independently to transmit and collect information to a base medium with a focus on to monitor/control an occurrence. In current days the utilization of WSN experiences a high growth in the diverse fields such as precision agriculture, environment, medicine and military. The Internet has transformed the process of people work and communication; it transfers an unparalleled stage of unbound intelligence for a user in aspects never envisioned in its initial era of implementation. The following jump is linked with knowledge of objects or devices. Collaborative

* K. Suresh Kumar [email protected] 1



Department of Computer Science and Engineering, Saveetha Engineering College, Thandalam, Chennai, India



Department of Computer Science and Business Systems, Sri Krishna College of Engineering and Technology, Coimbatore, India

2

research endeavour is presented in various fields to make IoE a fortune. Agriculture acts as a key aspect in the economic growth of a country, and it has a boundless endowment regarding human civilization. On account of the developing growth in sensor networks, Internet protocols and the intelligent systems, the framework of the IoT has been made to sustain agriculture by promisin