Author

Shereen K. Refaay

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Open access Aug 2026

An intelligent reinforcement learning enhanced improved LEACH protocol for prolonging wireless sensor network lifetime

RL-ILEACH is a reliable and scalable solution for energy-efficient clustering in dynamic Wireless Sensor Network settings, as these enhancements demonstrate that the incorporation of Reinforcement Learning permits intelligent, adaptive decision-making.

H. Elsayed, Elham M. Abd-Elgaber, Shereen K. Refaay · Scientific Reports · 0 citations