Title
A New Adaptive Extended Kalman Filter for Cooperative Localization.
Abstract
To solve the problem of unknown noise covariance matrices inherent in the cooperative localization of autonomous underwater vehicles, a new adaptive extended Kalman filter is proposed. The predicted error covariance matrix and measurement noise covariance matrix are adaptively estimated based on an online expectation-maximization approach. Experimental results illustrate that, under the circumstan...
Year
DOI
Venue
2018
10.1109/TAES.2017.2756763
IEEE Transactions on Aerospace and Electronic Systems
Keywords
Field
DocType
Covariance matrices,Noise measurement,Measurement uncertainty,Kalman filters,Compass,Measurement errors,Acoustics
Extended Kalman filter,Fast Kalman filter,Control theory,Covariance intersection,Kalman filter,Covariance matrix,Simultaneous localization and mapping,Ensemble Kalman filter,Invariant extended Kalman filter,Mathematics
Journal
Volume
Issue
ISSN
54
1
0018-9251
Citations 
PageRank 
References 
8
0.52
0
Authors
5
Name
Order
Citations
PageRank
Yulong Huang118621.07
Yonggang Zhang224727.34
Bo Xu3146.71
Zhemin Wu4552.97
Jonathon A. Chambers5566.96