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Robust Silent Localization of Underwater Acoustic Sensor Network Using Mobile Anchor(s).
Rahul Mourya1, Mauro Dragone1, Yvan Petillot1
1Institute of Sensors, Signals, and Systems, Heirot-Watt University, Edinburgh EH144AS, UK.
This study introduces robust, energy-efficient localization for underwater acoustic sensor networks (UWASNs). It uses passive Time-Difference-of-Arrival (TDoA) with virtual anchors for improved subsea monitoring.
Area of Science:
- Robotics and Control Systems
- Oceanography and Marine Technology
- Signal Processing
Background:
- Underwater acoustic sensor networks (UWASNs) offer low-cost subsea monitoring but require accurate localization.
- Existing range-based localization methods are susceptible to acoustic channel distortions and consume significant energy.
- Inefficient localization reduces the operational life of battery-powered underwater sensor nodes.
Purpose of the Study:
- To develop robust, efficient, and practical localization schemes for static UWASNs.
- To address challenges posed by acoustic channel variability and energy constraints in underwater environments.
- To propose methods for overcoming the limitations of fixed anchor deployment in UWASN localization.
Main Methods:
- Utilizing passive Time-Difference-of-Arrival (TDoA) measurements from beacon signals to conserve bandwidth and energy.
- Developing robust localization by incorporating a statistical noise model based on acoustic channel characteristics.
- Implementing virtual anchor schemes using single or multiple surface vehicles to circumvent permanent anchor deployment issues.
Main Results:
- Proposed schemes demonstrate robustness and efficiency in simulations under realistic underwater acoustic channel conditions.
- Passive localization using TDoA with virtual anchors effectively reduces energy consumption and bandwidth usage.
- The integration of mobile anchors with robust estimation techniques provides a practical solution for UWASN localization.
Conclusions:
- The developed localization schemes are efficient, robust, and practically implementable for low-cost UWASNs.
- Virtual anchor strategies combined with robust estimators offer a viable alternative to traditional fixed anchor systems.
- This work provides a comprehensive solution for enhancing the performance and longevity of underwater sensor networks.
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