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- research-articleJanuary 2024
Research on trajectory planning algorithm of manipulator based on visual servo
Abstract BackgroundWith the development and progress of society, not only substations, but also various industries are moving towards automation, intelligence, and unmanned direction. There is an increasing need for machinery to replace human ...
This article studies the trajectory planning algorithm of robotic arms based on visual servoing, in order to improve the trajectory operation ability of robotic arms.The feasibility of the algorithm was tested through experiments.It was found that the ...
- research-articleJuly 2023
Visual Servoing Gain Tuning by Sarsa: an Application with a Manipulator
RobCE '23: Proceedings of the 2023 3rd International Conference on Robotics and Control EngineeringPages 103–107https://doi.org/10.1145/3598151.3598169This paper investigates a Sarsa-based visual servoing control gain tuning method and the application on a manipulator. For a typical visual servo controller, fixed control gains will not provide the best performance. Therefore, state action reward ...
- research-articleMarch 2023
Inverse Kinematics of a 5-DOF Hybrid Manipulator
Automation and Remote Control (ARCO), Volume 84, Issue 3Pages 281–293https://doi.org/10.1134/S0005117923030037AbstractControl of any robotic system cannot be executed without a preliminary solution of the inverse kinematic problem. This problem implies determining the control actions of the actuators required to perform a given motion trajectory and embedded into ...
- research-articleJanuary 2023
Trajectory planning method of 6-DOF modular manipulator based on polynomial interpolation
Journal of Computational Methods in Sciences and Engineering (JOCMSE), Volume 23, Issue 3Pages 1589–1600https://doi.org/10.3233/JCM-226672Robots are widely used in all walks of life, and their excellent work efficiency has been paid attention to. As the key component of robot, manipulator plays an important role in the running performance of robot. In order to effectively improve ...
- research-articleJanuary 2023
Improved Motion Planning Algorithms Based on Rapidly-exploring Random Tree: A Review
ICCIP '22: Proceedings of the 8th International Conference on Communication and Information ProcessingPages 1–8https://doi.org/10.1145/3571662.3571663This paper mainly summarizes and introduces the improvements proposed by scholars at home and abroad in recent years for the application of Rapidly-exploring Random Tree in robot arms. This paper first briefly introduces the existing path planning ...
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- research-articleJanuary 2022
Simulation research on trajectory tracking control system of manipulator based on fuzzy PID control
International Journal of Innovative Computing and Applications (IJICA), Volume 13, Issue 5-6Pages 269–277https://doi.org/10.1504/ijica.2022.128434In view of the influence of external environment interference, parameter changing and random noise in the process of manipulator trajectory tracking, as well as the problems of fuzzy PID control, such as fuzzy rules are not easy to set, quantisation ...
- research-articleJanuary 2022
Research on Inverse Kinematics of Manipulator Based on Neural Network
Procedia Computer Science (PROCS), Volume 208, Issue CPages 24–30https://doi.org/10.1016/j.procs.2022.10.005AbstractThe inverse kinematics solution of manipulator is an important part of robot dynamics, trajectory planning and trajectory tracking control. This paper presents an inverse kinematics solution method of manipulator in which the RBF network is used. ...
- research-articleAugust 2021
A parallel learning particle swarm optimizer for inverse kinematics of robotic manipulator
International Journal of Intelligent Systems (IJIS), Volume 36, Issue 10Pages 6101–6132https://doi.org/10.1002/int.22543AbstractIn this study, a novel parallel learning particle swarm optimizer (PLPSO) is proposed. The evolutionary strategy of the algorithm is quite different from that of the existing PSO algorithms. To enhance the global search capability of the particle ...
- research-articleJuly 2021
The Control Strategy of Manipulator Based on Fractional-Order Iterative Learning
Automatic Control and Computer Sciences (ACCS), Volume 55, Issue 4Pages 368–376https://doi.org/10.3103/S014641162104009XAbstractIn order to improve the control accuracy between the joints of the manipulator for non-linear uncertain systems such as single-joint manipulators. The type and type fractional order iterative learning control (ILC) strategies are proposed based ...
- research-articleJanuary 2020
Research on manipulator motion control based on neural network algorithms
International Journal of Biometrics (IJOB), Volume 12, Issue 1Pages 81–90https://doi.org/10.1504/ijbm.2020.105624The manipulator is the new artificial intelligence device, and its motion control is the basis for ensuring the stability of the manipulator's attitude. The traditional manipulator motion control adopts the static neuron control method, which will lead to ...
- research-articleJanuary 2019
Manipulation Robots’ Trajectory Motion Adaptive Control
Procedia Computer Science (PROCS), Volume 150, Issue CPages 279–286https://doi.org/10.1016/j.procs.2019.02.053AbstractThis paper describes the construction, research and comparative analysis of adaptive control systems of elastic oscillations suppression of electric drive transmissions of joints and the unleashing of the interrelated dynamics of the degrees-of-...
- articleSeptember 2018
A Fast Evaluation of Initial Configurations in Repeatable Inverse Kinematics for Redundant Manipulators
International Journal of Applied Mathematics and Computer Science (IJAMCS), Volume 28, Issue 3Pages 483–492https://doi.org/10.2478/amcs-2018-0037AbstractA repeatable inverse kinematic task in robot manipulators consists in finding a loop (cyclic trajectory) in a configuration space, which corresponds to a given loop in a task space. In the robotic literature, an entry configuration to the ...
- articleMarch 2018
Hierarchical Design of Sigmoidal Generalized Moments of Manipulator under Uncertainty
Automation and Remote Control (ARCO), Volume 79, Issue 3Pages 554–570https://doi.org/10.1134/S000511791803013XFor the orientation control system of the manipulator's end effector with electrical actuators, we develop a decomposition pr ocedure of feedback law design to track given trajectories in the end effector's coordinate system. Owing to the S-shaped ...
- abstractMarch 2017
Evaluation of a Manipulator Control Interface That Employs Touch Gestures and Voice Shortcuts
HRI '17: Proceedings of the Companion of the 2017 ACM/IEEE International Conference on Human-Robot InteractionPages 235–236https://doi.org/10.1145/3029798.3038323In this study, we evaluated a multimodal manipulator control interface that employs touch gestures and voice shortcuts. This interface allows a human operator to translate, rotate, open and close the gripper of a seven-degree-of-freedom robotic ...
- abstractJuly 2016
Yadori: mask-type user interface for manipulation of puppets
SIGGRAPH '16: ACM SIGGRAPH 2016 Emerging TechnologiesArticle No.: 23, Page 1https://doi.org/10.1145/2929464.2929478We propose a system for animatronics storytelling that enables performers to manipulate puppets by wearing a mask-type device on their faces.
- abstractMarch 2016
New Design of a Manipulator Control Interface That Employs Voice and Multi-Touch Command
In this study, we designed a new manipulator control interface that employs voice and multi-touch commands taking into account efficiency, learnability, and usability. In this interface, one can select control modes and shortcut to commonly-used ...
- ArticleApril 2015
Instrumented Scanning Manipulator for Landmines Detection Tasks
ICARSC '15: Proceedings of the 2015 IEEE International Conference on Autonomous Robot Systems and CompetitionsPages 180–185https://doi.org/10.1109/ICARSC.2015.36This paper presents an instrumented robotic arm for landmines detection tasks during humanitarian demining activities. The manipulator has 5 DOF and it is endowed with a metal detector for landmines detection and a mini-TOF camera for mapping the ...
- abstractMarch 2015
Multimodal Manipulator Control Interface using Speech and Multi-touch Gesture Recognition
HRI'15 Extended Abstracts: Proceedings of the Tenth Annual ACM/IEEE International Conference on Human-Robot Interaction Extended AbstractsPages 21–22https://doi.org/10.1145/2701973.2702000In this study, we describe a novel multimodal interface to control a manipulator that uses speech and multi-touch gesture recognition. In addition, we describe our prototype system and discuss findings from a preliminary study that employs the system. ...
- ArticleAugust 2013
Study of Assembly Automation for Strain Gauge Based on Machine Vision
IHMSC '13: Proceedings of the 2013 5th International Conference on Intelligent Human-Machine Systems and Cybernetics - Volume 01Pages 401–405https://doi.org/10.1109/IHMSC.2013.102The design method of intelligent assembly system Based on machine vision is raised in order to solve the problem of the low accuracy, poor consistency and low efficiency when pasting strain gauge manually. The problem of accuracy and consistency will be ...
- ArticleOctober 2012
Study of Assembly Automation for Strain Gauge Based on Machine Vision
ICECC '12: Proceedings of the 2012 International Conference on Electronics, Communications and ControlPages 844–847The design method of intelligent assembly system based on machine vision is raised in order to solve the problem of the low accuracy, poor consistency and low efficiency when pasting strain gauge manually. The problem of accuracy and consistency will be ...