Wireless Sensor Networks and Monitoring of Environmental Parameters in Precision Agriculture

Nabi, Firasath; Jamwal, Sanjay

doi:10.23956/ijarcsse/sv7i5/0344

Cited by 5 publications

(3 citation statements)

References 11 publications

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“…Compared to the wired solution, WSN is more reliable in terms of nodes failure, where the network can maintain its connectivity even when there are broken communication links. WSN also includes a wide range of sensors that can be used to capture ambient conditions that are vital in agriculture monitoring, such as vibration, thermal, humidity, temperature, and weather [11]. These sensors help in the detection of the condition of the plants or crops by promptly notifying the farmers of any significant changes in condition.…”

Section: Needs and Requirements Of Wsns In Agriculture Industrymentioning

confidence: 99%

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Novel Wireless Sensor Network Routing Protocol Performance Evaluation using Diverse Packet Size for Agriculture Application

Azman¹,

Lee²,

Subramaniam³

et al. 2021

IJIE

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As the wireless sensor networks (WSNs) progress with newer and more advanced technologies, so do the demands for them in a growing number of applications. Precision agricultural environment monitoring is one of the most prominent applications that require feasible wireless support systems, particularly in the protection and condition control of the crops. This paper focuses on the grid nodes arrangement of WSN, considering the wide dissemination of the plantation areas in the agriculture industry. Due to the different types of sensors used and their data size, the study on the impact of the varied packet size on the performance of the small and large network has been carried out using AODV and OLSR routing protocols. No significant differences in terms of performance can be seen as the packet size is varied. However, compared to the small network, more performance issues have occured in the large network, such as more packet loss, higher throughput degradation, higher energy consumption, worse unfairness, and more overhead production. The OEG routing protocol has been proposed to enhance the network performance by reducing the strain due to the saturated traffic. When solely compared to AODV, OEG routing protocol is able to enhance the network performance with at most 27% more packet delivery ratio, 31kbps more throughput, and 0.991J lesser energy consumed in the network.

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Section: Needs and Requirements Of Wsns In Agriculture Industrymentioning

confidence: 99%

“…Different routing protocol offers different characteristic and mechanism in delivering the data packets to the destination. There are three types of routing protocols, which are proactive, reactive, and hybrid routing protocol [11,12].…”

Section: Research Backgroundmentioning

confidence: 99%

Novel Wireless Sensor Network Routing Protocol Performance Evaluation using Diverse Packet Size for Agriculture Application

Azman¹,

Lee²,

Subramaniam³

et al. 2021

IJIE

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“…The application of WSNs for real-time monitoring of agri-parameters is discussed by Sulakhe Vinayak. V et al [9]. The system's use for precision agriculture, including crop monitoring and irrigation management, is described in the article.…”

Section: Literature Surveymentioning

confidence: 99%

Automated Soil Moisture Monitoring using Wireless Sensor Networks

Panwar¹

2021

MSEA

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In order to maximize the use of water for agricultural crops, an automated soil moisture monitoring system was created. A wirelessly dispersed network of soil-moisture and temperature sensors is employed in the system to monitor conditions in the root zone of the plants. In addition to these functions, a gateway device can manage the data collected by sensors, trigger actuators, and transmit data to a web application. A microcontroller-based gateway was built with an algorithm that was based on temperature and soil moisture threshold values for the purpose of managing the amount of water that was available. The electricity for the system came from photovoltaic panels, and it had a bidirectional communication connection that was built on an interface between cellular technology and the internet. This gave customers the ability to plan watering and analyse data via a web page. When compared to the conventional irrigation methods that are utilised in the agricultural zone, the automated system's test run on a field of sage crops resulted in water savings of up to 90 percent. The test lasted for 120 days. Since its implementation 18 months ago, the automated technology has been utilised effectively in all three of its designated places. Due to the low cost and energy independence of the gadget, it has the potential to be useful in places that have limited access to water and are located in remote areas.

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Machine Learning Approach-Based Plant Disease Detection and Pest Detection System

Radhika¹,

Ramya²,

Abhishek³

2023

Advances in Cognitive Science and Communications

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Wireless Sensor Networks and Monitoring of Environmental Parameters in Precision Agriculture

Cited by 5 publications

References 11 publications

Novel Wireless Sensor Network Routing Protocol Performance Evaluation using Diverse Packet Size for Agriculture Application

Novel Wireless Sensor Network Routing Protocol Performance Evaluation using Diverse Packet Size for Agriculture Application

Automated Soil Moisture Monitoring using Wireless Sensor Networks

Machine Learning Approach-Based Plant Disease Detection and Pest Detection System

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