Kinematic modelling of a 3RRR planar parallel robot using genetic algorithms and neural networks
JF García-Samartín, A Barrientos - Machines, 2023 - mdpi.com
Kinematic modelling of parallel manipulators poses significant challenges due to the
absence of analytical solutions for the Forward Kinematics (FK) problem. This study centres …
absence of analytical solutions for the Forward Kinematics (FK) problem. This study centres …
Learning complex nonlinear dynamics of a 3D translational parallel manipulator using neural network
This study investigates modeling the dynamics of a 3D translational parallel manipulator
with closed chains using feedforward neural networks (FFNNs). The dataset exceeds 50,000 …
with closed chains using feedforward neural networks (FFNNs). The dataset exceeds 50,000 …
Kernel extreme learning machine‐based general solution to forward kinematics of parallel robots
The forward kinematics of parallel robots is a challenging issue due to its highly coupled non‐
linear relation among branch chains. This paper presents a novel approach to forward …
linear relation among branch chains. This paper presents a novel approach to forward …
Design and Kinematic Analysis of a 6-DoF Parallel Robot for Image-Guided Surgery
X Wang, Y Ye, Z Pan, J Wang… - 2023 China Automation …, 2023 - ieeexplore.ieee.org
Image-guided robot based on medical imaging is extensively utilized in the field of surgery
due to its inherent characteristics of enhanced precision and larger accessible workspace …
due to its inherent characteristics of enhanced precision and larger accessible workspace …
Application of Deep Learning Model for Analysis of Forward Kinematics of a 6-Axis Robotic Hand for a Humanoid
Rigid body kinematics can be generically categorized as forward and inverse kinematics.
Forward kinematics calculates the precise location and orientation of the tool at the end of a …
Forward kinematics calculates the precise location and orientation of the tool at the end of a …
[PDF][PDF] Position Analysis of the Slider-Crank (R-RRT) Mechanism Using Artificial Neural Networks
O Denizhan - 1st International Conference on Modern and …, 2023 - researchgate.net
The slider-crank mechanism is a common mechanical linkage that converts rotary motion
into reciprocating motion. It finds wide applications in various fields, including internal …
into reciprocating motion. It finds wide applications in various fields, including internal …
A Systematic Review of Machine Learning in Robotics-Assisted Rehabilitation
Robotic technology is expected to transform rehabilitation settings, by providing precise,
repetitive, and task-specific interventions, thereby potentially improving patients' clinical …
repetitive, and task-specific interventions, thereby potentially improving patients' clinical …
On forward kinematics of a 3SPR parallel manipulator
M Roudneshin, K Ghaffari… - IEEE Control Systems …, 2022 - ieeexplore.ieee.org
This letter presents a new numerical method to solve the forward kinematics (FK) of a
parallel manipulator with a three-limb spherical-prismatic-revolute (3SPR) structure. Unlike …
parallel manipulator with a three-limb spherical-prismatic-revolute (3SPR) structure. Unlike …