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April 16, 2026Scientific ReportsOpen Access

Wireless sensor network design with reliable and long network lifetime

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Authors

EÇEsra ÇelikMKMuhammed Emre Keskin

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Overview

Integrates multiple design problems to enhance network lifetime and reliability in wireless sensor networks, suggesting effective strategies for deployment.

Key Points

  • The aim is to extend the operational lifetime and enhance the reliability of wireless sensor networks through an integrated approach addressing multiple design problems.
  • Integrated analysis of coverage, sink placement/routing, sensor activity scheduling, and data routing.
  • Proposed strategies include Single Copy (SC), Double Copy (DC), and Hybrid (H) for data transmission.
  • Lagrangian heuristic approach applied for efficient solution finding in large-scale scenarios.
  • Lagrangian subproblem solved using the Dantzig–Wolfe column generation algorithm.
  • The SC strategy significantly extends network lifetime.
  • The DC strategy excels in reliability, preventing data loss.
  • The H strategy provides a balanced performance between lifetime and reliability.
  • The LH method outperforms Gurobi solver in terms of network lifetime for medium and large-scale networks.

Cite This Study

Çelik et al. (2026) studied this question.

synapsesocial.com/papers/69e07e242f7e8953b7cbf29fhttps://doi.org/10.1038/s41598-026-46014-x
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