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Jiaqi Yan

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Open access Aug 2026

THGCDTR-RP: A triple-hybrid swarm intelligence and tree-based routing protocol for energy-efficient wireless sensor networks

ThGCDTR-RP is proposed, an energy-efficient clustering and routing protocol that integrates Grey Wolf Optimizer, Cheetah Optimizer, and Differential Evolution for cluster-head (CH) selection that consistently outperforms LEACH, LPSO, LGWO, WOA-P, and LACO.

Xuan Yang, Jiaqi Yan, Desheng Wang et al. · 0 citations

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