Featured Application Authors are encouraged to provide a concise description of the specific
application or a potential application of the work. This section is not mandatory. Abstract …

Ship motion attitude is the time series data with highly nonlinear and non-stationary
characteristics significantly affected by environmental factors. To accurately predict the ship …

With the development of marine traffic information digitalization, proactive information
service has become increasingly important in maritime intelligent traffic systems (ITS) …

Ship trajectory prediction plays a key role in the early warning and safety of maritime
navigation. Ship pilots must have a complete grasp of the future trajectories of ships within a …

Ship trajectory prediction based on Automatic Identification System (AIS) data has attracted
increasing interest as it helps prevent collision accidents and eliminate potential …

The rapid growth of ship traffic leads to traffic congestion, which causes maritime accidents.
Accurate ship trajectory prediction can improve the efficiency of navigation and maritime …

Accurate vessel trajectory prediction is essential for maritime traffic control and
management. In addition to collision avoidance, accurate vessel trajectory prediction can …

Vessel trajectory prediction is a critical aspect of ensuring maritime traffic safety and
avoiding collisions. The long short-term memory (LSTM) network and its extensions have …

Real-time and accurate ship navigation dynamic prediction can effectively improve maritime
supervision's intelligence and precision level and ensure ship navigation safety. To further …

Objective: In this paper, we propose a Sine chaos mapping-based improved sparrow search
algorithm (SSA) to optimize the BP neural network for trajectory prediction of inland river …