State-of-the-art in protocol research for underwater acoustic sensor networks

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QELAR: A Machine-Learning-Based Adaptive Routing Protocol for Energy-Efficient and Lifetime-Extended Underwater Sensor Networks (2010, methodology): “UWSNs can be employed in a wide spectrum of aquatic applications [1], such as environmental observation for scientific exploration [2], coastline surveillance and protection, commercial exploitation, disaster prevention, assisted navigation [3], and mine detection [4].”
Underwater Wireless Sensor Networks: A Review of Recent Issues and Challenges (2019, background): “Vertical acoustic channel is less affected by multipath effect as compared to horizontal acoustic channel [18, 19, 21].”
A survey on routing techniques in underwater wireless sensor networks (2011, background): “Many others like Akyildiz et al. (2005), Jun-Hong et al. (2006), Partan et al. (2007), and Akyildiz et al. (2006) have addressed the challenges and issues posed by underwater environments, and proposed their solutions as well.”
A Survey on Distributed Topology Control Techniques for Extending the Lifetime of Battery Powered Wireless Sensor Networks (2013, background): “tal monitoring, undersea explorations, disaster prevention and surveillance [2].”