Sustainable Wireless Sensor Network Deployment Using Federated Learning and Multi-Objective Optimization

Amritesh Ojha; Bharat Gupta; Sanchita Ghosh; Mohammad S. Khan; Ramjee Prasad

doi:10.1109/WPMC67460.2025.11351245

Sustainable Wireless Sensor Network Deployment Using Federated Learning and Multi-Objective Optimization

Amritesh Ojha
, Bharat Gupta
, Sanchita Ghosh
, Mohammad S. Khan
, Ramjee Prasad

Department of Computing

National Institute of Technology Patna
Dept of Information Technology
Ctif Global Capsule

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	2025 28th International Symposium on Wireless Personal Multimedia Communications, WPMC 2025
Publisher	IEEE Computer Society
ISBN (Electronic)	9798331591281
DOIs	https://doi.org/10.1109/WPMC67460.2025.11351245
State	Published - 2025
Event	28th International Symposium on Wireless Personal Multimedia Communications, WPMC 2025 - Sofia, Bulgaria Duration: Nov 9 2025 → Nov 12 2025

Publication series

Name	International Symposium on Wireless Personal Multimedia Communications, WPMC
ISSN (Print)	1347-6890

Conference

Conference	28th International Symposium on Wireless Personal Multimedia Communications, WPMC 2025
Country/Territory	Bulgaria
City	Sofia
Period	11/9/25 → 11/12/25

ASJC Scopus Subject Areas

Human-Computer Interaction
Computer Science Applications
Computer Networks and Communications

Keywords

Carbon Emission Minimization
Coverage Optimization
Federated Learning
Multi-Objective Optimization
Node Deployment
Regional Optimization
Wireless Sensor Networks

Access to Document

10.1109/WPMC67460.2025.11351245

Cite this

Ojha, A., Gupta, B., Ghosh, S., Khan, M. S., & Prasad, R. (2025). Sustainable Wireless Sensor Network Deployment Using Federated Learning and Multi-Objective Optimization. In 2025 28th International Symposium on Wireless Personal Multimedia Communications, WPMC 2025 (International Symposium on Wireless Personal Multimedia Communications, WPMC). IEEE Computer Society. https://doi.org/10.1109/WPMC67460.2025.11351245

Sustainable Wireless Sensor Network Deployment Using Federated Learning and Multi-Objective Optimization. / Ojha, Amritesh; Gupta, Bharat; Ghosh, Sanchita et al.
2025 28th International Symposium on Wireless Personal Multimedia Communications, WPMC 2025. IEEE Computer Society, 2025. (International Symposium on Wireless Personal Multimedia Communications, WPMC).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Ojha, A, Gupta, B, Ghosh, S, Khan, MS & Prasad, R 2025, Sustainable Wireless Sensor Network Deployment Using Federated Learning and Multi-Objective Optimization. in 2025 28th International Symposium on Wireless Personal Multimedia Communications, WPMC 2025. International Symposium on Wireless Personal Multimedia Communications, WPMC, IEEE Computer Society, 28th International Symposium on Wireless Personal Multimedia Communications, WPMC 2025, Sofia, Bulgaria, 11/9/25. https://doi.org/10.1109/WPMC67460.2025.11351245

Ojha A, Gupta B, Ghosh S, Khan MS, Prasad R. Sustainable Wireless Sensor Network Deployment Using Federated Learning and Multi-Objective Optimization. In 2025 28th International Symposium on Wireless Personal Multimedia Communications, WPMC 2025. IEEE Computer Society. 2025. (International Symposium on Wireless Personal Multimedia Communications, WPMC). doi: 10.1109/WPMC67460.2025.11351245

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title = "Sustainable Wireless Sensor Network Deployment Using Federated Learning and Multi-Objective Optimization",

keywords = "Carbon Emission Minimization, Coverage Optimization, Federated Learning, Multi-Objective Optimization, Node Deployment, Regional Optimization, Wireless Sensor Networks",

author = "Amritesh Ojha and Bharat Gupta and Sanchita Ghosh and Khan, \{Mohammad S.\} and Ramjee Prasad",

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AU - Ghosh, Sanchita

AU - Khan, Mohammad S.

AU - Prasad, Ramjee

PY - 2025

Y1 - 2025

KW - Carbon Emission Minimization

KW - Coverage Optimization

KW - Federated Learning

KW - Multi-Objective Optimization

KW - Node Deployment

KW - Regional Optimization

KW - Wireless Sensor Networks

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DO - 10.1109/WPMC67460.2025.11351245

M3 - Conference contribution

AN - SCOPUS:105033360197

T3 - International Symposium on Wireless Personal Multimedia Communications, WPMC

BT - 2025 28th International Symposium on Wireless Personal Multimedia Communications, WPMC 2025

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Sustainable Wireless Sensor Network Deployment Using Federated Learning and Multi-Objective Optimization

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this