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May 24, 2026International Journal of Communication Systems

Energy‐Aware Multi‐Sink Deployment for Hotspot Mitigation in Heterogeneous Wireless Sensor Networks

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Authors

MSMandeep SinghAMAruna Malik

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Overview

Randomized trial demonstrates improved hotspot mitigation in wireless sensor networks, indicating enhanced network performance.

Key Points

  • This research aims to improve hotspot mitigation in wireless sensor networks by optimizing energy and communication pathways.
  • Proposed a hybrid metaheuristic framework using Harris Hawks and Grey Wolf Optimization for dynamic routing.
  • Integrated K-medoids clustering for optimal cluster head selection and mobile sink placement.
  • Conducted comprehensive simulations in NS-2.35 to evaluate performance against existing protocols.
  • Achieved a 2.16% extension in network lifetime compared to existing protocols.
  • Reduced dead nodes by 19.51%, indicating enhanced stability of the network.
  • Improved average residual energy by 13.85%, while ensuring lower time complexity.

Cite This Study

Singh et al. (2026) studied this question.

synapsesocial.com/papers/6a12969d48a0ea166567382dhttps://doi.org/10.1002/dac.70518
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