LoRa Network-Based System for Monitoring the Agricultural Sector in Andean Areas: Case Study Ecuador

Article Computer Science, Information Systems

Designing and Developing aWeed Detection Model for California Thistle

Hossein Chegini et al.

Summary: This article presents an object detection model for weed monitoring and control in pastures. The model, trained and improved through experimentation, achieves high accuracy and automation, saving farmers time and money.

ACM TRANSACTIONS ON INTERNET TECHNOLOGY (2023)

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Article Engineering, Multidisciplinary

Analysis of low power wide area network wireless technologies in smart agriculture for large-scale farm monitoring and tractor communications

Hicham Klaina et al.

Summary: This paper evaluates multiple scenario cases for large-scale farm monitoring using LPWAN technology, focusing on improving tractor and agricultural equipment performance, resource management, and tracking within the farm field. The study demonstrates that LPWAN-based WSNs outperform ZigBee in coverage and radio link quality for both fixed nodes and moving tractor scenarios in a non-flat large-scale farm field. The proposed systems are validated on cloud-based platforms, offering flexible and scalable solutions for interactive farming applications.

MEASUREMENT (2022)

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Article Chemistry, Analytical

Practical Experiences of a Smart Livestock Location Monitoring System Leveraging GNSS, LoRaWAN and Cloud Services

Mike O. Ojo et al.

Summary: This article introduces a low-power livestock location monitoring system based on IoT technology, which is crucial for improving animal welfare and protecting native breeds and meats in vast geographical areas suitable for livestock grazing.

SENSORS (2022)

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Review Agriculture, Multidisciplinary

Review of agricultural IoT technology

Jinyuan Xu et al.

Summary: Agricultural Internet of Things (IoT) has brought new changes to agricultural production by increasing output, improving product quality, reducing labor costs, and increasing farmers' income. This paper systematically summarizes the research status, system architecture, key technologies, applications, and problems of agricultural IoT, and provides a forecast of its future development.

ARTIFICIAL INTELLIGENCE IN AGRICULTURE (2022)

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Article Energy & Fuels

An efficient LoRa-based smart agriculture management and monitoring system using wireless sensor networks

S. J. Suji Prasad et al.

Summary: The paper aims to develop a LoRa-based smart agricultural management and monitoring system using WSNs in rural areas, which replaces the current technology. It creates a private network server connected to a gateway, enabling data transmission to the cloud without the use of routers, improving efficiency and energy savings.

INTERNATIONAL JOURNAL OF AMBIENT ENERGY (2021)

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Article Agronomy

LoRa-LBO: An Experimental Analysis of LoRa Link Budget Optimization in Custom Build IoT Test Bed for Agriculture 4.0

Mahendra Swain et al.

Summary: The IoT is rapidly growing in the agriculture field, facing challenges such as low power use and long-range transmission. These challenges are overcome by integrating LoRa communication modems and low-power hardware. Based on MATLAB simulation, hybrid range-based localization algorithms are proven to be more reliable and scalable for deployment in agriculture.

AGRONOMY-BASEL (2021)

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Article Energy & Fuels

FEHCA: A Fault-Tolerant Energy-Efficient Hierarchical Clustering Algorithm for Wireless Sensor Networks

Ankur Choudhary et al.

Summary: Technological advancements have increased confidence in designing large-scale wireless networks consisting of small energy-constrained devices. The proposed Fault-tolerant Energy-efficient Hierarchical Clustering Algorithm addresses limitations of existing algorithms and shows encouraging simulation results.

ENERGIES (2021)

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Article Computer Science, Information Systems

Effect of Weather Condition on LoRa IoT Communication Technology in a Tropical Region: Malaysia

Olakunle Elijah et al.

Summary: An experimental study in a tropical region (Malaysia) analyzed the impact of weather conditions on Long Range (LoRa) communication, finding a positive correlation between RSSI values and atmospheric temperature, onboard temperature, and solar radiation during the day. No correlation was observed between RSSI signals and relative humidity.

IEEE ACCESS (2021)

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Article Computer Science, Information Systems

Experimental Evaluation of a LoRa Wildlife Monitoring Network in a Forest Vegetation Area

Mike Oluwatayo Ojo et al.

Summary: This article discusses the trend of smart agriculture and wildlife monitoring in IoT applications, and evaluates the performance of LoRa transmission technology for wildlife monitoring in forest vegetation areas. The study found significant differences in performance between different frequency bands of LoRa, necessitating caution when implementing it.

FUTURE INTERNET (2021)

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Article Computer Science, Information Systems

An Experimental Study on the Use of LoRa Technology in Vehicle Communication

Ana Paula Alves Torres et al.

Summary: Vehicular communication is undergoing profound changes with the Internet of Things, with LoRa technology proving to be a viable solution for short message transmissions in urban environments. Its low cost, open-source nature, and wide range of applications make it an attractive option for V2V and V2I communication.

IEEE ACCESS (2021)

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Article Engineering, Electrical & Electronic

A cost-effective LoRa-based customized device for agriculture field monitoring and precision farming on IoT platform

Mahendra Swain et al.

Summary: This paper discusses the mathematical optimization technique of LoRa modulation and its application in agriculture, with performance analysis and experimental validation. Topics covered include LoRa link budget, node deployment, data collection and analysis, code optimization, and sensor node localization. The paper also includes a comparative analysis of SNR and RSSI.

INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS (2021)

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Article Agriculture, Multidisciplinary

Novel soil environment monitoring system based on RFID sensor and LoRa

Fangming Deng et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2020)

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Article Engineering, Electrical & Electronic

Experimental Evaluation of a Campus-Deployed IoT Network Using LoRa

Parag Kulkarni et al.

IEEE SENSORS JOURNAL (2020)

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Article Chemistry, Analytical

LoRaFarM: a LoRaWAN-Based Smart Farming Modular IoT Architecture

Gaia Codeluppi et al.

SENSORS (2020)

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Article Chemistry, Analytical

Leveraging LoRaWAN Technology for Precision Agriculture in Greenhouses

Ritesh Kumar Singh et al.

SENSORS (2020)

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Article Computer Science, Information Systems

Low-Cost LoRaWAN Node for Agro-Intelligence IoT

Antonio Valente et al.

ELECTRONICS (2020)

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Article Engineering, Electrical & Electronic

A Theoretical and Experimental Evaluation on the Performance of LoRa Technology

Menno Jan Faber et al.

IEEE SENSORS JOURNAL (2020)

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Article Computer Science, Information Systems

A study of LoRaWAN protocol performance for IoT applications in smart agriculture

Badreddine Miles et al.

COMPUTER COMMUNICATIONS (2020)

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Article Computer Science, Information Systems

Control and monitoring of a Flyback DC-DC converter for photovoltaic applications using embedded IoT system

Antonio Wallace Neres da Silva et al.

IEEE LATIN AMERICA TRANSACTIONS (2020)

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Article Computer Science, Information Systems

A Low-Power Wide-Area Network Information Monitoring System by Combining NB-IoT and LoRa

Xihai Zhang et al.

IEEE INTERNET OF THINGS JOURNAL (2019)

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Article Engineering, Electrical & Electronic

Capacity Planning of LoRa Networks With Joint Noise-Limited and Interference-Limited Coverage Considerations

Tallal Elshabrawy et al.

IEEE SENSORS JOURNAL (2019)

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Review Chemistry, Analytical

Precision Agriculture Techniques and Practices: From Considerations to Applications

Uferah Shafi et al.

SENSORS (2019)

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Article Agriculture, Multidisciplinary

AgriPrediction: A proactive internet of things model to anticipate problems and improve production in agricultural crops

Uelison Jean L. dos Santos et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2019)

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Article Computer Science, Information Systems

RT-LoRa: A Medium Access Strategy to Support Real-Time Flows Over LoRa-Based Networks for Industrial IoT Applications

Luca Leonardi et al.

IEEE INTERNET OF THINGS JOURNAL (2019)

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Proceedings Paper Computer Science, Artificial Intelligence

A comparative Survey Study on LPWA IoT Technologies: Design, considerations, challenges and solutions

Franck Muteba et al.

16TH INTERNATIONAL CONFERENCE ON MOBILE SYSTEMS AND PERVASIVE COMPUTING (MOBISPC 2019),THE 14TH INTERNATIONAL CONFERENCE ON FUTURE NETWORKS AND COMMUNICATIONS (FNC-2019),THE 9TH INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY INFORMATION TECHNOLOGY (2019)

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Article Engineering, Electrical & Electronic