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July 26, 2026F1000ResearchOpen Access

Review of Hybrid Localization Frameworks in Wireless Sensor Networks for Precision Agriculture Applications

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Authors

DSDeepika K SSVSravani VKSK V Santhosh

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Overview

Review analyzes hybrid localization frameworks in precision agriculture, showing enhanced accuracy and energy efficiency in wireless sensor networks.

Key Points

  • The study aims to review and analyze hybrid localization frameworks in wireless sensor networks (WSNs), focusing on their effectiveness under agricultural conditions.
  • Comprehensive review of localization techniques including range-free, range-based, optimization-based, and machine learning methods.
  • Case study using a hybrid RSSI-DV-Hop approach in 2D and 3D agricultural environments.
  • Development of a unified taxonomy to compare localization approaches based on accuracy, scalability, and energy consumption.
  • Hybrid localization methods demonstrated improved localization accuracy and reduced error compared to standalone techniques.
  • Achieved lower RMSE (Root Mean Square Error) performance in challenging environments with vegetation-induced attenuation.
  • Proposed hybrid method offers a reliable and energy-efficient solution for WSN deployment in precision agriculture.

Cite This Study

S et al. (2026) studied this question.

synapsesocial.com/papers/6a65a825d3aea3239cd78ae4https://doi.org/10.12688/f1000research.184857.1
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Also Consider

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  1. 1Hybrid Optimized 3D Localization for WSN-Assisted IoT Networks in Smart Agriculture2025
  2. 2Optimization‐Driven Localization in Wireless Sensor Networks: A Comprehensive Review of Single and Hybrid Metaheuristic Approaches2025
  3. 3Enhancing Smart Irrigation Efficiency: A New WSN-Based Localization Method for Water Conservation2024 · 29 citations
  4. 4Energy efficient routing protocols in WSN for precision and smart agriculture2026
  5. 5Addressing Real-World Localization Challenges in Wireless Sensor Networks: A Study of Swarm-Based Optimization Techniques2025