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Energy-Aware Cluster-Based Routing with Federated Learning Integration for Scalable IoT Environments Cover

Energy-Aware Cluster-Based Routing with Federated Learning Integration for Scalable IoT Environments

Journal of Automation, Mobile Robotics and Intelligent Systems
Volume 20 (2026): Issue 1 (March 2026)
By: Ankur Sisodia,  Swati Vishnoi,  Shivshanker Singh,  Nandini Sharma and  Ajay Kumar Yadav  
Open Access
|Mar 2026

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DOI: https://doi.org/10.14313/jamris-2026-013 | Journal eISSN: 2080-2145 | Journal ISSN: 1897-8649
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Language: English
Page range: 121 - 130
Submitted on: Jul 16, 2025
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Accepted on: Oct 1, 2025
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Published on: Mar 31, 2026
Published by: Łukasiewicz Research Network – Industrial Research Institute for Automation and Measurements PIAP
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
Federated Learning (FL),
Secure IoT Routing,
Cluster Head (CH) Selection,
Trust Score Evaluation,
Energy-Efficient Communication
Related subjects:
Computer sciences,
Artificial intelligence,
Engineering,
Electrical engineering,
Control engineering, metrology and testing,
Mechanical engineering,
Fundamentals of mechanical engineering

© 2026 Ankur Sisodia, Swati Vishnoi, Shivshanker Singh, Nandini Sharma, Ajay Kumar Yadav, published by Łukasiewicz Research Network – Industrial Research Institute for Automation and Measurements PIAP
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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