
International Journal For Multidisciplinary Research
E-ISSN: 2582-2160
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A Widely Indexed Open Access Peer Reviewed Multidisciplinary Bi-monthly Scholarly International Journal
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Volume 7 Issue 2
March-April 2025
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E-LEACH++:An advanced clustering protocol
Author(s) | Mr. Harshit Sharma |
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Country | India |
Abstract | In wireless sensor networks power optimization is very crucial aspect due to confined battery capacity of sensor nodes . To improve energy efficiency and network longevity various protocols have been presented like LEACH protocol, known for its clustering approach, suffers from inefficiencies due to its random selection of cluster heads (CHs) and reliance on single-hop communication, leading to imbalanced energy usage. This paper introduces E-LEACH++, an improved protocol that enhances CH selection through a multi-factor approach, integrates cost-aware multi-hop routing, and employs adaptive sleep scheduling to maximize energy efficiency. Notable enhancements include a composite CH selection strategy that considers residual energy, node centrality, and proximity, along with a fault-tolerant backup CH system. Simulation results indicate that E-LEACH++ extends network lifespan by 30–50% and lowers energy consumption by 30–40% compared to LEACH, all while maintaining a packet delivery success rate above 95%. These findings establish E-LEACH++ as a reliable and effective solution for energy-limited WSNs. |
Keywords | Enhanced LEACH Variants ,Composite Scoring for CH Selection , Cost-Based Relay Selection, Backup Cluster Head Mechanisms , Energy-Efficient Sleep Scheduling |
Field | Engineering |
Published In | Volume 7, Issue 2, March-April 2025 |
Published On | 2025-03-28 |
DOI | https://doi.org/10.36948/ijfmr.2025.v07i02.39765 |
Short DOI | https://doi.org/g898g5 |
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E-ISSN 2582-2160

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IJFMR DOI prefix is
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