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Acoustic Sensors data transmission integrity and endurance with IoT-enabled location-aware framework
Shujaat Ali1, Muhammad Nadeem1, Sheeraz Ahmed2
1Department of Computer Science, Faculty of Computing and Information Technology, International Islamic University, Islamabad, Punjab, Pakistan.
This study introduces an Internet of Things (IoT)-driven location-aware framework (ILAF) for underwater acoustic sensor networks (UASNs). ILAF enhances network performance, reducing energy consumption and improving data delivery for real-time applications.
Area of Science:
- Underwater acoustic sensor networks (UASNs)
- Internet of Things (IoT) applications
- Environmental monitoring and disaster mitigation
Background:
- UASNs face challenges like high latency, limited bandwidth, and energy constraints.
- Existing protocols struggle to optimize performance in underwater environments.
- GPS modems are often impractical for underwater node localization.
Purpose of the Study:
- To introduce an IoT-driven location-aware framework (ILAF) for enhancing UASN performance.
- To enable location determination and neighbor identification without GPS modems.
- To optimize node placement and routing for energy efficiency and reliability.
Main Methods:
- Developed an IoT-driven location-aware framework (ILAF) using non-GPS geographic coordinates.
- Implemented neighbor identification based on coordinates and transmission range.
- Optimized node placement and routing strategies within the framework.
Main Results:
- ILAF achieved a 99% packet delivery ratio (PDR), outperforming existing protocols.
- Demonstrated a 20% reduction in energy consumption compared to state-of-the-art protocols.
- Resulted in fewer dead nodes (12 after 1,000 rounds) and higher throughput (5.7 kbps).
Conclusions:
- ILAF significantly enhances UASN performance, offering superior energy efficiency and data reliability.
- The framework is suitable for real-time underwater applications requiring robust communication.
- Future work includes integrating lightweight IoT protocols (MQTT, CoAP) for further improvements.
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