ICCK

Upasana Adhikari

Haldia Institute of Technology

Section 01

Academic Profile

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Section 02

Editorial Roles

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Section 03

ICCK Publications

Free Access | Research Article | 22 May 2025 | Cited: Crossref logo  5 , Scopus 5
IoT-Integrated Reinforcement Learning-Based Mine Detection System for Military and Humanitarian Applications
ICCK 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 sluggish 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 meta-learning-based Machine Learning model improves detection accuracy. I... More >

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