A novel fuzzy-adaptive extended kalman filter for real-time attitude estimation of mobile robots

Á Odry, I Kecskes, P Sarcevic, Z Vizvari, A Toth, P Odry - Sensors, 2020 - mdpi.com
This paper proposes a novel fuzzy-adaptive extended Kalman filter (FAEKF) for the real-time
attitude estimation of agile mobile platforms equipped with magnetic, angular rate, and …

Kalman filter for mobile-robot attitude estimation: Novel optimized and adaptive solutions

Á Odry, R Fullér, IJ Rudas, P Odry - Mechanical systems and signal …, 2018 - Elsevier
This paper proposes two novel approaches to estimate accurately mobile robot attitudes
based on the fusion of low-cost accelerometers and gyroscopes. The first part of the paper …

Quaternion-based robust attitude estimation using an adaptive unscented Kalman filter

ACB Chiella, BOS Teixeira, GAS Pereira - Sensors, 2019 - mdpi.com
This paper presents the Quaternion-based Robust Adaptive Unscented Kalman Filter
(QRAUKF) for attitude estimation. The proposed methodology modifies and extends the …

MARG attitude estimation using gradient-descent linear Kalman filter

J Wu - IEEE Transactions on Automation Science and …, 2020 - ieeexplore.ieee.org
The magnetic, angular rate, and gravity (MARG) sensor array has been widely used for
attitude estimation tasks. In this article, we report our new advances on related fusion …

Adaptive error-state Kalman filter for attitude determination on a moving platform

J He, C Sun, B Zhang, P Wang - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This article presents a loosely coupled visual/inertial hybrid system for relative attitude
determination on a moving platform. The inertial measurements are accomplished by two …

Robust attitude estimation from uncertain observations of inertial sensors using covariance inflated multiplicative extended Kalman filter

M Ghobadi, P Singla… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
This paper presents an attitude estimation method from uncertain observations of inertial
sensors, which is highly robust against different uncertainties. The proposed method of …

A new quaternion-based Kalman filter for real-time attitude estimation using the two-step geometrically-intuitive correction algorithm

K Feng, J Li, X Zhang, C Shen, Y Bi, T Zheng, J Liu - Sensors, 2017 - mdpi.com
In order to reduce the computational complexity, and improve the pitch/roll estimation
accuracy of the low-cost attitude heading reference system (AHRS) under conditions of …

Computationally efficient adaptive error-state Kalman filter for attitude estimation

MB Del Rosario, H Khamis, P Ngo… - IEEE Sensors …, 2018 - ieeexplore.ieee.org
A geometrically intuitive quaternion-based complementary attitude and heading reference
system (CAHRS) proposed in our previous work estimated the attitude of a magnetic and …

Lightweight extended Kalman filter for MARG sensors attitude estimation

Z Dai, L Jing - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
Low-power consumption of orientation estimation using low-cost inertial sensors are crucial
for all the applications which are resource constrained critically. This paper presents a novel …

Magnetometer-only attitude determination using novel two-step Kalman filter approach

JD Searcy, HJ Pernicka - Journal of Guidance, Control, and Dynamics, 2012 - arc.aiaa.org
ATTITUDE determination is a problem that has been examined in-depth over the last several
decades. Determining the orientation of an object in three-dimensional space has been an …