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Author 1
Sudipta Hazra
Asansol Engineering College
Summary
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IECE Contributions

Free Access | Research Article | 22 May 2025
IoT-Integrated Reinforcement Learning-Based Mine Detection System for Military and Humanitarian Applications
IECE Transactions on Machine Intelligence | Volume 1, Issue 1: 17-28, 2025 | DOI: 10.62762/TMI.2025.235880
Abstract
This research proposes an advanced system for landmine detection combining the internet of things and reinforcement learning, which seeks to resolve issues in conventional methods that misidentify more than 30% of detections, have slow reaction times, and are not suited for different environments. Others like metallic detectors and sniffer dogs also pose greater danger for wrong threat identification, more so due to slothful attempts. The system proposed in this study is novel in that it customizes metal detection by integrating a sensor into military boots, thus permitting constant scanning without the use of hands. A metaplastic Machine Learning model improves detection accuracy. It was fo... More >

Graphical Abstract
IoT-Integrated Reinforcement Learning-Based Mine Detection System for Military and Humanitarian Applications