Title
Path Planning in Uncertain Ocean Currents using Ensemble Forecasts
Abstract
We present a path planning framework for marine robots subject to uncertain ocean currents that exploits data from ensemble forecasting, which is a technique for current prediction used in oceanography. Ensemble forecasts represent a distribution of predicted currents as a set of flow fields that are considered to be equally likely. We show that the typical approach of computing the vector-wise me...
Year
DOI
Venue
2021
10.1109/ICRA48506.2021.9561626
2021 IEEE International Conference on Robotics and Automation (ICRA)
Keywords
DocType
Volume
Monte Carlo methods,Oceans,Weather forecasting,Estimation,Probabilistic logic,Forecast uncertainty,Robustness
Conference
2021
Issue
ISSN
ISBN
1
1050-4729
978-1-7281-9077-8
Citations 
PageRank 
References 
1
0.40
4
Authors
4
Name
Order
Citations
PageRank
Chanyeol Yoo1175.58
James Ju Heon Lee211.07
Stuart Anstee312.09
Robert Fitch432338.97