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Distance-Based and Low Energy Adaptive Clustering Protocol for Wireless Sensor Networks.
Misbah Liaqat1, Abdullah Gani1, Mohammad Hossein Anisi1
1Faculty of Computer Science and Information Technology, University of Malaya, Kuala Lumpur, Malaysia.
Plos One
|September 23, 2016
Summary
We developed the DISCPLN protocol for efficient energy use in wireless sensor networks (WSNs). Enhanced versions improve network lifetime, throughput, and stability, showing promising results for energy-constrained networks.
Area of Science:
- Computer Science
- Electrical Engineering
- Network Engineering
Background:
- Wireless sensor networks (WSNs) face significant energy constraints due to limited power capabilities of individual sensor nodes.
- Efficient energy utilization is critical for extending the operational lifetime of WSNs.
Purpose of the Study:
- To propose a novel energy-efficient clustering protocol for WSNs.
- To enhance the protocol for improved network performance metrics like throughput and delay.
- To ensure network stability, particularly in dynamic scenarios.
Main Methods:
- Development of the distance-based and low-energy adaptive clustering (DISCPLN) protocol.
- Enhancement of DISCPLN into multi-hop-DISCPLN for better throughput and reduced delay/packet loss.
- Introduction of mobile-DISCPLN to address network stability challenges.
- Comparative modeling and analysis against existing benchmark protocols.
Main Results:
- The proposed DISCPLN protocol demonstrates efficient energy utilization, addressing the 'green' computing challenge in WSNs.
- Multi-hop-DISCPLN shows significant improvements in network lifetime, characterized by high throughput and minimal delay and packet loss.
- Mobile-DISCPLN effectively maintains network stability.
- Modeling and benchmark comparisons indicate superior performance of the proposed protocols.
Conclusions:
- The DISCPLN family of protocols offers a viable solution for enhancing energy efficiency and extending the lifetime of wireless sensor networks.
- The enhanced protocols provide a robust framework for optimizing WSN performance under various operational conditions.
- The findings suggest a promising direction for the design of sustainable and high-performing WSNs.
