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Highly accurate manipulator calibration via extended Kalman filter-incorporated residual neural network
With the rapid development and wide applications of industrial manipulators, a vital concern
rises regarding a manipulator's absolute positioning accuracy. The manipulator calibration …
rises regarding a manipulator's absolute positioning accuracy. The manipulator calibration …
Efficient industrial robot calibration via a novel unscented Kalman filter-incorporated variable step-size Levenberg–Marquardt algorithm
Robots facilitate a critical category of equipment to implement intelligent production.
However, due to extensively inevitable factors like structural errors and gear tolerances, the …
However, due to extensively inevitable factors like structural errors and gear tolerances, the …
A robust and efficient ensemble of diversified evolutionary computing algorithms for accurate robot calibration
Industrial robots are regarded as essential instruments for advanced industry upgrading.
The kinematic parameters of an industrial robot should be calibrated precisely to guarantee …
The kinematic parameters of an industrial robot should be calibrated precisely to guarantee …
Using quadratic interpolated beetle antennae search to enhance robot arm calibration accuracy
During the past decades, industrial robot arms have been widely adopted in various fields,
like aerospace and medical care. However, an uncalibrated industrial robot arm suffers from …
like aerospace and medical care. However, an uncalibrated industrial robot arm suffers from …
Adaptive hierarchical positioning error compensation for long-term service of industrial robots based on incremental learning with fixed-length memory window and …
J Zhou, L Zheng, W Fan, X Zhang, Y Cao - Robotics and Computer …, 2023 - Elsevier
Industrial robots have been extensively used in industry, however, geometric errors mainly
caused by connecting rod parameter error and non-geometric errors caused by deflection …
caused by connecting rod parameter error and non-geometric errors caused by deflection …
A novel approach for robot calibration based on measurement sub-regions with comparative validation
JS Toquica, JM ST Motta - The International Journal of Advanced …, 2024 - Springer
This paper presents a methodology for industrial robot calibration using measurement points
collected in several sub-regions within the robot workspace separately and extends the …
collected in several sub-regions within the robot workspace separately and extends the …
A novel machine learning system for industrial robot arm calibration
The application of industrial robot arms in intelligent manufacturing is highly vigorous.
Generally, robot arms have high repetitive positioning accuracy. However, they frequently …
Generally, robot arms have high repetitive positioning accuracy. However, they frequently …
A robotic spindle end high-accuracy positioning method based on eye-in-hand vision active correction
B Yu, Y Zhang, W Liu, Y Yue - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Robot end-effector positioning is crucial for performing high-accuracy tasks. This article
proposes a novel method for achieving online high-accuracy positioning of the spindle end …
proposes a novel method for achieving online high-accuracy positioning of the spindle end …
Evolutionary algorithms in robot calibration
P Bastl, N Chakraborti, M Valášek - Materials and Manufacturing …, 2023 - Taylor & Francis
Robots are universal mechanical systems that are now ubiquitous in manufacturing. One of
the most important properties of industrial robots is their kinematic accuracy. Robot's …
the most important properties of industrial robots is their kinematic accuracy. Robot's …
Intelligent hierarchical compensation method for industrial robot positioning error based on compound branch neural network automatic creation
J Zhou, L Zheng, W Fan, Y Cao - Journal of Intelligent Manufacturing, 2024 - Springer
Absolute positioning accuracy is a crucial index for evaluating industrial robot performance
and the foundation for motion trajectory and machining accuracy. Current positioning error …
and the foundation for motion trajectory and machining accuracy. Current positioning error …