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Underwater sensor networks (UWSNs) are essential for environmental monitoring, resource exploitation, disaster control, and maritime safety. Usage of machine learning (ML) algorithms within the networks, however, is not applicable due to high latency, low bandwidth, frequent topological changes, and privacy-stringent a...
Acoustic signal analysis is essential to underwater monitoring, sonar imaging, and maritime security but suffers from persistent difficulties of high background noise, multipath propagation and limited labelled data. This chapter describes how recent developments in deep learning (DL) have overcome these limitations to...
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