Optimal time-consuming path planning for autonomous underwater vehicles based on a dynamic neural network model in ocean current environments

M Chen, D Zhu - IEEE Transactions on Vehicular Technology, 2020 - ieeexplore.ieee.org
Path planning is a prerequisite for autonomous underwater vehicles to perform tasks
autonomously. Many shortest distance algorithms are applied, and ocean currents are …

Bio-inspired neural network-based optimal path planning for UUVs under the effect of ocean currents

D Zhu, SX Yang - IEEE Transactions on Intelligent Vehicles, 2021 - ieeexplore.ieee.org
To eliminate the effect of ocean currents when addressing the optimal path in the
underwater environment, an intelligent algorithm designed for the unmanned underwater …

A dynamic bioinspired neural network based real‐time path planning method for autonomous underwater vehicles

J Ni, L Wu, P Shi, SX Yang - Computational intelligence and …, 2017 - Wiley Online Library
Real‐time path planning for autonomous underwater vehicle (AUV) is a very difficult and
challenging task. Bioinspired neural network (BINN) has been used to deal with this problem …

A comprehensive review of path planning algorithms for autonomous underwater vehicles

M Panda, B Das, B Subudhi, BB Pati - International Journal of Automation …, 2020 - Springer
The underwater path planning problem deals with finding an optimal or sub-optimal route
between an origin point and a termination point in marine environments. The underwater …

Intelligent path planning of underwater robot based on reinforcement learning

J Yang, J Ni, M Xi, J Wen, Y Li - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
As one of the commonly used vehicles for underwater detection, underwater robots are
facing a series of problems. The real underwater environment is large-scale, complex, real …

Online Path Planning for AUV in Dynamic Ocean Scenarios: A Lightweight Neural Dynamics Network Approach

S Han, J Zhao, X Li, J Yu, S Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In this study, the online path planning problem for autonomous underwater vehicle, which is
constrained by the limited hardware computation and energy-carrying capabilities, is studied …

A time-saving path planning scheme for autonomous underwater vehicles with complex underwater conditions

J Yang, J Huo, M Xi, J He, Z Li… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Autonomous underwater vehicle (AUV) shows great potential in the Internet of Underwater
Things (IoUT) system, in which the path planning algorithm plays a fundamental role …

Path optimization for marine vehicles in ocean currents using reinforcement learning

B Yoo, J Kim - Journal of Marine Science and Technology, 2016 - Springer
This study proposes a path planning algorithm for marine vehicles based on machine
learning. The algorithm considers the dynamic characteristics of the vehicle and disturbance …

Path planning technologies for autonomous underwater vehicles-a review

D Li, P Wang, L Du - Ieee Access, 2018 - ieeexplore.ieee.org
An autonomous underwater vehicle (AUV) is an economical and safe tool that is well-suited
for search, investigation, identification, and salvage operations on the sea floor. Path …

Path planning for autonomous underwater vehicles under the influence of ocean currents based on a fusion heuristic algorithm

J Wen, J Yang, T Wang - IEEE Transactions on Vehicular …, 2021 - ieeexplore.ieee.org
Recently, research on path planning for the autonomous underwater vehicles (AUVs) has
developed rapidly. Heuristic algorithms have been widely used to plan a path for AUV, but …