CLUSTER BASED AGRICULTURAL IOT: A REAL-WORLD HARDWARE EVOLUTION

The rapid impacts of climate change and rising global food demand necessitate innovative approaches to farming that are efficient, scalable, and sustainable.This seminar presents a real-world hardware evaluation of a "Cluster-Based Agricultural Internet of Things (CA-IoT)" framework designed to address these challenges.Unlike traditional centralized or infrastructure-dependent IoT solutions, the proposed CA-IoT leverages a cluster-based architecture implemented with commercial off-the-shelf (COTS) hardware, including Raspberry Pi 3B+, Bluetooth Low-Energy (BLE) modules, and low-cost environmental sensors.By minimizing intra-node communication distances, enabling fault-tolerant cluster management, and ensuring energy efficiency, the system supports precision farming applications such as soil monitoring and automated irrigation.Hardware test-beds were deployed and validated in both indoor and outdoor farm environments in the USA and Senegal, demonstrating robust performance under diverse climatic conditions.The results highlight that the CA-IoT is simple to deploy, location-independent, and affordable, making it accessible even to smallholder farmers with limited technical expertise.This work establishes a scalable and context-relevant IoT solution for agriculture, contributing to the global agenda of smart farming and sustainable food security.Agricultural IoT (Agri-IoT)

Publication Details

Journal
International Research Journal of Modernization in Engineering Technology and Science
Published
2025-08-26
DOI
https://doi.org/10.56726/irjmets82233
Primary Topic
Smart Agriculture and AI
Type
article
Field-Weighted Citation Impact
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article

CLUSTER BASED AGRICULTURAL IOT: A REAL-WORLD HARDWARE EVOLUTION

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International Research Journal of Modernization in Engineering Technology and Science
Smart Agriculture and AI
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CLUSTER BASED AGRICULTURAL IOT: A REAL-WORLD HARDWARE EVOLUTION

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Abstract

The rapid impacts of climate change and rising global food demand necessitate innovative approaches to farming that are efficient, scalable, and sustainable.This seminar presents a real-world hardware evaluation of a "Cluster-Based Agricultural Internet of Things (CA-IoT)" framework designed to address these challenges.Unlike traditional centralized or infrastructure-dependent IoT solutions, the proposed CA-IoT leverages a cluster-based architecture implemented with commercial off-the-shelf (COTS) hardware, including Raspberry Pi 3B+, Bluetooth Low-Energy (BLE) modules, and low-cost environmental sensors.By minimizing intra-node communication distances, enabling fault-tolerant cluster management, and ensuring energy efficiency, the system supports precision farming applications such as soil monitoring and automated irrigation.Hardware test-beds were deployed and validated in both indoor and outdoor farm environments in the USA and Senegal, demonstrating robust performance under diverse climatic conditions.The results highlight that the CA-IoT is simple to deploy, location-independent, and affordable, making it accessible even to smallholder farmers with limited technical expertise.This work establishes a scalable and context-relevant IoT solution for agriculture, contributing to the global agenda of smart farming and sustainable food security.Agricultural IoT (Agri-IoT)

International Research Journal of Modernization in Engineering Technology and Science
Zero hunger
Openalex Percentile: Top 84%
Smart Agriculture and AI
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CLUSTER BASED AGRICULTURAL IOT: A REAL-WORLD HARDWARE EVOLUTION · International Research Journal of Modernization in Engineering Technology and Science (2025) | TGRS Research Map | TGRS