Grid Based Nonlinear Filtering Revisited: Recursive Estimation & Asymptotic Optimality
We revisit the development of grid based recursive approximate filtering of general Markov processes in discrete time, partially observed in conditionally Gaussian noise.
Kalogerias, Dionysios S. +1 more
core +1 more source
An improved Gaussian Filter (GF) is designed for nonlinear Dynamic Positioning (DP) ships with cross-correlated colored noises and random measurements loss.
Xiaogong Lin, Yuzhao Jiao, Dawei Zhao
doaj +1 more source
Adaptive Minimum Error Entropy Cubature Kalman Filter in UAV-Integrated Navigation Systems
Small unmanned aerial vehicles are now commonly equipped with integrated navigation systems to obtain high-precision navigation parameters. However, affected by the dual impacts of multipath effects and dynamic environmental changes, their state ...
Xuhang Liu +6 more
doaj +1 more source
In this paper, a new robust Student's t-based stochastic cubature filter (RSTSCF) is proposed for a nonlinear state-space model with heavy-tailed process and measurement noises.
Yulong Huang, Yonggang Zhang
doaj +1 more source
Cubature Kalman Particle Filters [PDF]
Kai Zhang +3 more
openaire +1 more source
UWB Localization Based on Improved Robust Adaptive Cubature Kalman Filter. [PDF]
Dong J, Lian Z, Xu J, Yue Z.
europepmc +1 more source
Seamless MEMS-INS/Geomagnetic Navigation System Based on Deep-Learning Strong Tracking Square-Root Cubature Kalman Filter. [PDF]
Zhao T, Wang C, Shen C.
europepmc +1 more source
Research on Pedestrian Indoor Positioning Based on Two-Step Robust Adaptive Cubature Kalman Filter with Smartphone MEMS Sensors. [PDF]
Geng J, Yu X, Wu C, Zhang G.
europepmc +1 more source
A Robust Hierarchical Estimation Scheme for Vehicle State Based on Maximum Correntropy Square-Root Cubature Kalman Filter. [PDF]
Qi D, Feng J, Li Y, Wang L, Song B.
europepmc +1 more source
Using Constrained Square-Root Cubature Kalman Filter for Quantifying the Severity of Epileptic Activities in Mice. [PDF]
Huang CH, Wang PH, Ju MS, Lin CK.
europepmc +1 more source

