A novel and computationally efficient joint unscented Kalman filtering scheme for parameter estimation of a class of nonlinear systems

A Onat - Ieee Access, 2019 - ieeexplore.ieee.org
Unscented Kalman filter (UKF) is one type of the sigma point Kalman filters and it is based
on unscented transformation. UKF is used for parameter estimation of various dynamic …

Non-contact respiratory rate estimation in real-time with modified joint unscented Kalman filter

C Uysal, A Onat, T Filik - Ieee Access, 2020 - ieeexplore.ieee.org
It can be life-saving to monitor the respiratory rate (RR) even for healthy people in real-time.
It is reported that the infected people with coronavirus disease 2019 (COVID-19), generally …

A new friction condition identification approach for wheel–rail interface

A Onat, P Voltr, M Lata - International Journal of Rail …, 2017 - Taylor & Francis
In recent years, there has been an increasing interest in designing intelligent vehicles such
that they can take necessary actions according to the environmental changes around them …

An unscented Kalman filter-based rolling radius estimation methodology for railway vehicles with traction

A Onat, P Voltr, M Lata - … Engineers, Part F: Journal of Rail …, 2018 - journals.sagepub.com
Monitoring the conditions of railway vehicle systems plays an important role in the
maintenance of safety and performance of railway vehicles. Rolling radius is one of the …

Nonlinear Kalman filtering for censored observations

J Arthur, A Attarian, F Hamilton, H Tran - Applied Mathematics and …, 2018 - Elsevier
The use of Kalman filtering, as well as its nonlinear extensions, for the estimation of system
variables and parameters has played a pivotal role in many fields of scientific inquiry where …

[HTML][HTML] A linear Kalman filtering scheme for estimation of secondary vertical suspension of railway vehicles

A Onat, O Kılınç, M Lata - Vibroengineering Procedia, 2016 - extrica.com
Model based filtering is fast becoming a key instrument for maintenance and condition
monitoring of railway vehicles. This study presents the use of linear Kalman filtering scheme …

[PDF][PDF] 基于CKF 算法的卫星轨道实时预报方法

管洪杰, 姚志成, 胡琛, 刘岩 - 科学技术与工程, 2013 - stae.com.cn
摘# 要# 卫星轨道实时预报常采用扩散卡尔曼滤波(9Ie) 方法; 但是9Ie 应用于非线性度较大的
系统时精度和效率都不高. SIe 算法利用带权重的点对状态量进行估计, 用球面积分的方法解决 …

Estimation of states and parameters from dynamic response of wheelset

A Onat - 2017 - dk.upce.cz
The first chapter is a comprehensive and up-to-date literature review comprising areas of
wheel-rail contact points search, solution of wheel rail contact geometry problem, calculation …

Estimation of primary suspension parameters from lateral dynamic response of a wheelset

A Onat, P Voltr, M Lata - Engineering Mechanics 2016: 22nd …, 2016 - dk.upce.cz
Globally, maintenance tasks for railway vehicles have generally calendar based schedules.
However, apparent changes may occur in vehicle structure and environment. Suspension …

[PDF][PDF] Nonlinear kalman filtering for censored observations

FW Hamilton, HT Tran, A Attarian - 2017 - repository.lib.ncsu.edu
The use of Kalman filtering, as well as its nonlinear extensions, for the estimation of system
variables and parameters has played a pivotal role in many fields of scientific inquiry where …