Title
Recursive Bayesian Filtering in Circular State Spaces.
Abstract
To facilitate recursive state estimation in the circular domain based on circular statistics, we introduce a general framework for estimation of a circular state based on different circular distributions. Specifically, we consider the wrapped normal (WN) distribution and the von Mises distribution. We propose an estimation method for circular systems with nonlinear system and measurement functions...
Year
DOI
Venue
2015
10.1109/MAES.2016.150083
IEEE Aerospace and Electronic Systems Magazine
Keywords
Field
DocType
Tutorials,Additives,Noise measurement,Mathematical model,Manifolds,Recursive state estimation,Computational modeling
Mathematical optimization,Nonlinear system,Noise measurement,von Mises distribution,Recursive Bayesian estimation,Algorithm,Electronic engineering,Multiplication,Sampling (statistics),Engineering,Recursion,Manifold
Journal
Volume
Issue
ISSN
31
3
0885-8985
Citations 
PageRank 
References 
10
0.71
29
Authors
3
Name
Order
Citations
PageRank
Gerhard Kurz17813.41
Igor Gilitschenski27813.89
Uwe D. Hanebeck3944133.52