Kalman filter: historical overview and review of its use in robotics 60 years after its creation

C Urrea, R Agramonte - Journal of Sensors, 2021 - Wiley Online Library
Due to its widespread application in the robotics field, the Kalman filter has received
increased attention from researchers. This work reviews some of the modifications …

[HTML][HTML] Perspectives of realsense and zed depth sensors for robotic vision applications

V Tadic, A Toth, Z Vizvari, M Klincsik, Z Sari, P Sarcevic… - Machines, 2022 - mdpi.com
This review paper presents an overview of depth cameras. Our goal is to describe the
features and capabilities of the introduced depth sensors in order to determine their …

40 years of sensor fusion for orientation tracking via magnetic and inertial measurement units: Methods, lessons learned, and future challenges

M Nazarahari, H Rouhani - Information Fusion, 2021 - Elsevier
Technological developments over the past two decades have resulted in the development of
more accurate and lightweight low-cost magnetic and inertial measurement units (MIMUs) …

Robust error-state Kalman filter for estimating IMU orientation

RV Vitali, RS McGinnis, NC Perkins - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Inertial measurement units (IMUs) are increasingly utilized as motion capture devices in
human movement studies. Given their high portability, IMUs can be deployed in any …

Cascaded complementary filter architecture for sensor fusion in attitude estimation

P Narkhede, S Poddar, R Walambe, G Ghinea… - Sensors, 2021 - mdpi.com
Attitude estimation is the process of computing the orientation angles of an object with
respect to a fixed frame of reference. Gyroscope, accelerometer, and magnetometer are …

A novel orientation determination approach of mobile robot using inertial and magnetic sensors

X Xu, Y Sun, X Tian, L Zhou, Y Li - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The orientation information is critical for the mobile robot. However, the robot's constrained
locomotion, complicated magnetic field environment, and the coupled orientation estimation …

Inertial sensors—Applications and challenges in a nutshell

T Seel, M Kok, RS McGinnis - Sensors, 2020 - mdpi.com
This editorial provides a concise introduction to the methods and applications of inertial
sensors. We briefly describe the main characteristics of inertial sensors and highlight the …

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 …

Painting path planning for a painting robot with a realsense depth sensor

V Tadic, A Odry, E Burkus, I Kecskes, Z Kiraly… - Applied Sciences, 2021 - mdpi.com
The utilization of stereo cameras in robotic applications is presented in this paper. The use
of a stereo depth sensor is a principal step in robotics applications, since it is the first step in …