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A Novel Routing Protocol Based on Elliptical Shaped Movement of Autonomous Underwater Vehicles in Data Gathering
Ghulam Ali1, Tariq Ali1, Insha Ul Hassan1
1Department of Computer Science, COMSATS University Islamabad, Sahiwal Campus, Sahiwal 57000, Pakistan.
A new routing algorithm, Elliptical Shaped Efficient Data Gathering (ESEDG), reduces underwater data collection delay using Autonomous Underwater Vehicles (AUVs). ESEDG improves network throughput and energy efficiency compared to existing protocols.
Area of Science:
- Underwater communication networks
- Robotics and autonomous systems
Background:
- High end-to-end delay is a major obstacle in underwater data collection.
- Autonomous Underwater Vehicles (AUVs) offer a viable solution for data collection due to their mobility.
Purpose of the Study:
- To introduce a novel routing algorithm, Elliptical Shaped Efficient Data Gathering (ESEDG), for AUV-based data collection.
- To address the challenge of end-to-end delay in underwater acoustic networks.
Main Methods:
- Designed an elliptical trajectory for AUV horizontal movement.
- Developed an association model between Member Nodes (MNs) and Gateway Nodes (GNs) with an end-to-end delay model.
- Simulated the ESEDG algorithm using NS-3 (version 3.35) and compared its performance against existing protocols.
Main Results:
- ESEDG demonstrated superior network throughput compared to DSG-DGA, AEEDCO, AEEDCO-A, ALP, SEDG, and AEDG.
- The proposed algorithm achieved lower end-to-end delay, reduced path loss, and optimized energy consumption.
- ESEDG also showed improvements in network lifetime.
Conclusions:
- ESEDG is an effective routing algorithm for enhancing data collection efficiency in underwater environments.
- The algorithm's elliptical trajectory and data gathering strategy significantly mitigate end-to-end delay.
- ESEDG presents a promising solution for improving the performance of underwater AUV networks.
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