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 …

A particle filtering approach for fault detection and isolation of UAV IMU sensors: Design, implementation and sensitivity analysis

E D'Amato, VA Nardi, I Notaro, V Scordamaglia - Sensors, 2021 - mdpi.com
Sensor fault detection and isolation (SFDI) is a fundamental topic in unmanned aerial
vehicle (UAV) development, where attitude estimation plays a key role in flight control …

Integration of force and IMU sensors for developing low-cost portable gait measurement system in lower extremities

U Manupibul, R Tanthuwapathom… - Scientific Reports, 2023 - nature.com
Gait analysis is the method to accumulate walking data. It is useful in diagnosing diseases,
follow-up of symptoms, and rehabilitation post-treatment. Several techniques have been …

Dead-reckoning animal movements in R: a reappraisal using Gundog.Tracks

RM Gunner, MD Holton, MD Scantlebury… - Animal …, 2021 - Springer
Background Fine-scale data on animal position are increasingly enabling us to understand
the details of animal movement ecology and dead-reckoning, a technique integrating motion …

Roft: Real-time optical flow-aided 6d object pose and velocity tracking

NA Piga, Y Onyshchuk, G Pasquale… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
6D object pose tracking has been extensively studied in the robotics and computer vision
communities. The most promising solutions, leveraging on deep neural networks and/or …

Robust attitude estimation using IMU-only measurements

B Candan, HE Soken - IEEE Transactions on Instrumentation …, 2021 - ieeexplore.ieee.org
This article proposes two novel covariance-tuning methods to form a robust Kalman filter
(RKF) algorithm for attitude (ie, roll and pitch) estimation using the measurements of only an …

Fast AHRS filter for accelerometer, magnetometer, and gyroscope combination with separated sensor corrections

J Justa, V Šmídl, A Hamáček - Sensors, 2020 - mdpi.com
A new predictor–corrector filter for attitude and heading reference systems (AHRS) using
data from an orthogonal sensor combination of three accelerometers, three magnetometers …

Enhanced attitude and altitude estimation for indoor autonomous uavs

SR Bassolillo, E D'Amato, I Notaro, G Ariante… - Drones, 2022 - mdpi.com
In recent years the use of Unmanned Aerial Vehicles (UAVs) has considerably grown in the
civil sectors, due to their high flexibility of use. Currently, two important key points are making …

[PDF][PDF] End-to-end deep learning framework for real-time inertial attitude estimation using 6dof imu

AA Golroudbari, MH Sabour - arXiv preprint arXiv:2302.06037, 2023 - researchgate.net
ABSTRACT Inertial Measurement Units (IMU) are commonly used in inertial attitude
estimation from engineering to medical sciences. There may be disturbances and high …

Adaptive attitude estimation for low-cost MEMS IMU using ellipsoidal method

S Park, J Park, CG Park - IEEE Transactions on Instrumentation …, 2020 - ieeexplore.ieee.org
In this article, the attitude estimation for low-cost MEMS inertial measurement units in a
smartphone is proposed using adaptive ellipsoidal methods. Accelerometer and …