An Improved Gaussian Mixture CKF Algorithm under Non‐Gaussian Observation Noise

H Wang, C Li - Discrete Dynamics in Nature and Society, 2016 - Wiley Online Library
In order to solve the problems that the weight of Gaussian components of Gaussian mixture
filter remains constant during the time update stage, an improved Gaussian Mixture …

Suboptimal fading square root cubature Kalman filter based navigation algorithm of UUV

W Hongjian, L Cun - The 27th Chinese Control and Decision …, 2015 - ieeexplore.ieee.org
In order to solve the large computing cost and numerical instabilities of autonomous
navigation of Unmanned underwater vehicle (UUV). A suboptimal fading square-root …

[PDF][PDF] Reliability improvement of sensors used in personal navigation devices

A Dhital - 2015 - Citeseer
Along with advancements in microelectromechanical system (MEMS) technology, many
modern personal navigation devices incorporate measurements from various sensors …

Cooperative Vehicle Sensing and Obstacle Avoidance for Intelligent Driving Based on Bayesian Frameworks

Y Ma, T Zhang, X Tian - … , Signal Processing, and Systems: Proceedings of …, 2019 - Springer
Abstract Vehicular Adhoc Networks (VANET) based vehicle sensing and obstacle avoidance
is of importance and widely addressed in intelligent driving. Due to the difficulties in the data …

面向机动目标的分布式弹群在线协同定位方法

傅晋博, 张栋, 赵军民, 王庭晖 - 北京航空航天大学学报, 2022 - bhxb.buaa.edu.cn
机动目标的高精度协同定位是协同打击的关键, 通过分布式弹群来实现协同定位是目前研究的
热点. 提出了一种分布式弹群在线协同定位的策略, 解决弹群通信受限条件下协同定位的实时性 …

[PDF][PDF] Analysis of bayesian filters for position estimation in ultra-wideband localization systems

D Kakkar, P Karbownik, T Nowak… - The European …, 2013 - iis.fraunhofer.de
In this paper we study the performance of various algorithms for a nonlinear system with an
unknown probabilistic model. We evaluate algorithms based on the Bayesian statistical …

An Efficient Adaptive Weights Update Scheme for a Gaussian Mixture Filter

L Cun - 2021 33rd Chinese Control and Decision Conference …, 2021 - ieeexplore.ieee.org
This paper proposes an adaptive weight update scheme of the Gaussian components for the
Gaussian mixture filter in the time update stage. This method contributes to obtaining a …

Ultra-wideband based dynamic target tracking using Cost-Reference Particle Filtering

D Kakkar, P Karbownik, T Nowak… - 2013 European …, 2013 - ieeexplore.ieee.org
In this paper, we assess the performance of a sequential Monte Carlo based filter called
Cost-Reference Particle Filter (CRPF) in comparison to Extended Kalman Filter (EKF) and …

[PDF][PDF] Fusión Sensórica INS/GPS para Navegación en Plataformas Móviles.

AMC Pescador - 2013 - core.ac.uk
El siguiente trabajo se enfoca en el estudio y validación de un sistema de navegación
integrado INS/GPS (Inertial Navigation System/Global Positioning System) mediante …

Fusión Sensórica INS/GPS para navegación en plataformas móviles

AM Castro Pescador - 2013 - repository.unimilitar.edu.co
El siguiente trabajo se enfoca en el estudio y validación de un sistema de navegación
integrado INS/GPS (Inertial Navigation System/Global Positioning System) mediante …