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Updated: Feb 9, 2026

Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
Published on: September 8, 2023
New Energy Efficient Multi-Hop Routing Techniques for Wireless Sensor Networks: Static and Dynamic Techniques.
Emad Alnawafa1, Ion Marghescu2
1Department of Telecommunications, University Politehnica of Bucharest, Bucharest 060042, Romania. emad_nawafah@yahoo.com.
This study introduces a novel multi-level network approach to enhance Wireless Sensor Network (WSN) performance. The proposed methods significantly improve network lifespan, stability, and throughput compared to existing protocols like LEACH.
Area of Science:
- Computer Science
- Network Engineering
- Wireless Communication
Background:
- Wireless Sensor Networks (WSNs) face significant challenges, primarily concerning energy consumption during data transmission.
- Existing routing protocols, such as Low Energy Adaptive Clustering Hierarchy (LEACH), struggle with energy efficiency and performance degradation in large-scale networks.
Purpose of the Study:
- To propose a new multi-level network architecture for WSNs to address energy consumption and performance issues.
- To develop static and dynamic data routing techniques within the proposed hierarchical structure.
Main Methods:
- The study introduces a novel approach by dividing the WSN into multiple levels based on node position and status.
- Two distinct data routing techniques (static and dynamic) were developed to manage data flow between these network levels.
Main Results:
- Simulation results indicate that the proposed techniques substantially extend network lifespan.
- The new methods demonstrate improved network stability and increased data throughput compared to LEACH, IMHT-LEACH, and EDMHT-LEACH.
Conclusions:
- The developed multi-level WSN approach offers a promising solution for enhancing network longevity and efficiency.
- The static and dynamic routing techniques effectively overcome the limitations of traditional protocols in large-scale WSN deployments.
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