4 papers
STNet: Prediction of Underwater Sound Speed Profiles with An Advanced Semi-Transformer Neural Network
Wei Huang, Jiajun Lu, Hao Zhang +1
Real time acquisition of accurate underwater sound velocity profile (SSP) is crucial for tracking the propagation trajectory of underwater acoustic signals, making it play a key ro…
Future Full-Ocean Deep SSPs Prediction based on Hierarchical Long Short-Term Memory Neural Networks
Jiajun Lu, Hao Zhang, Pengfei Wu +2
The spatial-temporal distribution of underwater sound velocity affects the propagation mode of underwater acoustic signals. Therefore, rapid estimation and prediction of underwater…
Dynamic Prediction of Full-Ocean Depth SSP by Hierarchical LSTM: An Experimental Result
Jiajun Lu, Wei Huang, Hao Zhang
SSP distribution is an important parameter for underwater positioning, navigation and timing (PNT) because it affects the propagation mode of underwater acoustic signals. To accura…
Underwater Sound Speed Profile Construction: A Review
Wei Huang, Jixuan Zhou, Fan Gao +6
Real--time and accurate construction of regional sound speed profiles (SSP) is important for building underwater positioning, navigation, and timing (PNT) systems as it greatly aff…