Energy Efficiency Analysis of Wireless Sensor Networks in Precision Agriculture Economy

Zhang, Bingtao; Meng, Lingyan

doi:10.1155/2021/8346708

Cited by 10 publications

(5 citation statements)

References 5 publications

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“…However, energy efficiency poses a challenge for WSN, especially in remote areas with limited access to energy. Recent research focuses on developing energy-efficient WSN that can operate using renewable energy sources (Zhang & Meng, 2021).…”

Section: Resultsmentioning

confidence: 99%

Assessing the impact of emerging technologies on sustainable fruit production: A systematic review of the literature

Pardo-Pardo,

Cuervo-Bejarano

2023

Agron. Colomb.

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Agriculture 4.0 refers to innovations in technological tools used in agriculture to achieve different objectives, such as adapting the supply chain to avoid waste, increasing productivity and collecting mass data through ICT (Information and Communication Technologies) to meet the growing food demand of the population. The objective of this study is to conduct a systematic literature review to evaluate the impact of emerging technologies on sustainable fruit production. Initially, a bibliographic search was conducted on the technologies currently implemented in agriculture; the Bibliometrix library of the R Studio software was used, and then an analysis of relevant scientific publications published in the last ten years was carried out through the VOSviewer® software, which allowed the construction and visualization of bibliometric networks. The results show Europe and China as the leading regions in technological development, while developing countries face economic and research limitations; in Colombia, the use of Agriculture 4.0 is focused on the implementation of satellite images for monitoring agro-climatic conditions. In summary, Agriculture 4.0 aims to achieve economic, social, and environmental sustainability in the agri-food sector through data-generating technologies to improve production, reduce costs, and ensure food safety and quality. However, there is a technology gap between developed and developing countries that affects the adoption of these innovations. More support is therefore needed from governments, academia, and the private sector to drive innovation, training, and adoption of these technologies, which can contribute to the economic, social, and environmental development of the country.

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Section: Resultsmentioning

confidence: 99%

Assessing the impact of emerging technologies on sustainable fruit production: A systematic review of the literature

Pardo-Pardo,

Cuervo-Bejarano

2023

Agron. Colomb.

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“…The problems which may arise when finding an optimal solution are given as follows. For a given rendezvous-node 𝑗, where 𝑗 = 1, … , 𝑂, the following rendezvous-routing optimization conditions must be met (14):…”

Section: System Channel Transmission Optimization Methodsmentioning

confidence: 99%

“…In the agriculture field, WSNs have the potential to revolutionize the way farms operate by providing real-time data on crop growth and environmental conditions [10]. By using wireless sensors to monitor soil moisture levels, temperature, and other factors, farmers can optimize irrigation [11] and fertilization schedules [12], detect pest infestations [13], and improve crop yield [14]. WSNs can also help farmers save time and money by reducing the need for manual data collection and analysis [15].…”

Section: Introductionmentioning

confidence: 99%

Maximizing wireless sensor network lifetime through energy-efficient routing

Vishweshwaraiah,

Siddegowda,

Rudraswamy

2023

IJEECS

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Wireless sensor networks (WSNs) are an emerging technology that has the potential to transform the way agricultural farms operate. However, deploying WSNs in agricultural farms presents a unique set of challenges. Limited coverage area, power source availability, data collection and processing, environmental factors, cost, and integration with existing systems are some of the potential problems that need to be addressed when deploying WSNs in agricultural farms. Hence, in this work, we have proposed a method for increasing the lifetime of the sensor network which will help also help to reduce the energy. The proposed method has been evaluated in terms of network lifetime of the sensor nodes, routing and communication overhead. The results have been compared with the existing M-LEACH method and the results show that there is an enhancement of 79.02% for average network lifetime. The results also show that the proposed method reduces the average routing and communication overhead by 49.17% and 38.37% respectively.

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“…Placement, which is at times denoted as the physical topology, holds a critical role within the context of sensor networks. Topology, in this context, signifies the arrangement of nodes that serves efficiency [ 6 , 7 ] and represents the pathways of information transmission. Placement, on the other hand, pertains to the tangible positioning of sensor nodes within the physical environment.…”

Section: Layout Of Sensor Networkmentioning

confidence: 99%

Wireless Sensor Networks for Precision Agriculture: A Review of NPK Sensor Implementations

Musa,

Sugeru,

Wibowo

2023

Sensors

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The integration of Wireless Sensor Networks (WSNs) into agricultural areas has had a significant impact and has provided new, more complex, efficient, and structured solutions for enhancing crop production. This study reviews the role of Wireless Sensor Networks (WSNs) in monitoring the macronutrient content of plants. This review study focuses on identifying the types of sensors used to measure macronutrients, determining sensor placement within agricultural areas, implementing wireless technology for sensor communication, and selecting device transmission intervals and ratings. The study of NPK (nitrogen, phosphorus, potassium) monitoring using sensor technology in precision agriculture is of high significance in efforts to improve agricultural productivity and efficiency. Incorporating Wireless Sensor Networks (WSNs) into the ongoing progress of proposed sensor node placement design has been a significant facet of this study. Meanwhile, the assessment based on soil samples analyzed for macronutrient content, conducted directly in relation to the comparison between the NPK sensors deployed in this research and the laboratory control sensors, reveals an error rate of 8.47% and can be deemed as a relatively satisfactory outcome. In addition to fostering technological innovations and precision farming solutions, in future this research aims to increase agricultural yields, particularly by enabling the cultivation of certain crops in locations different from their original ones.

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Energy Efficiency Analysis of Wireless Sensor Networks in Precision Agriculture Economy

Cited by 10 publications

References 5 publications

Assessing the impact of emerging technologies on sustainable fruit production: A systematic review of the literature

Assessing the impact of emerging technologies on sustainable fruit production: A systematic review of the literature

Maximizing wireless sensor network lifetime through energy-efficient routing

Wireless Sensor Networks for Precision Agriculture: A Review of NPK Sensor Implementations

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