Real-Time Telerobotic Manipulator Control Using Hand Gestures

被引:0
|
作者
Vaidyanathan, Krithika [1 ]
Chinnamuthu, Subramani [2 ]
Pon, Partheeban [3 ]
Ravindaran, Balaji [1 ]
Sundarraj, Nitish [1 ]
Vuppala, Sasidhar [1 ]
机构
[1] SRM Inst Sci & Technol, Dept Mech Engn, Chennai 603203, Tamil Nadu, India
[2] SRM Inst Sci & Technol, Dept Elect & Elect Engn, Chennai 603203, Tamil Nadu, India
[3] Stella Marys Coll Engn, Dept Comp Sci & Engn, Chennai, India
关键词
Remote control; Hand gesture recognition; Internet of Things; Robotic arm control; generative designing; robotics; neural network;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Control of Objects from a remote distance became an important factor for mankind about decades ago. Since then there has been a tremendous amount of improvements in the field of remote control. Once the "Internet of Things(IoT)" had been introduced, remote control technology across various applications has also opted for this method of data transmission from device to device over the internet. Through this work, a new way of controlling a robotic arm that can mimic/repeat human hand gestures and operate in a remote location through the use of IoT technology is proposed. The robotic arm design involves generative designing for weight reduction over a five end-effector model for cost and weight reduction purposes, also for the cause of hand gesture recognition a Neural Network has been trained and implemented behind an application that has been completely programmed in python. As compared to traditional methods of controlling a robotic arm the proposed method provides better cost efficiency, data transmission, data collection, and accessibility due to the abundant availability of computers, and adaptability towards the growing technology.
引用
收藏
页码:410 / 422
页数:13
相关论文
共 50 条
  • [1] Real-time natural hand gestures
    Yi, BF
    Harris, FC
    Wang, L
    Yan, YS
    [J]. COMPUTING IN SCIENCE & ENGINEERING, 2005, 7 (03) : 92 - 96
  • [2] Real-Time Detection of Hand Gestures
    Muzyka, Piotr
    Frydrysiak, Marek
    Roszkowska, Elzbieta
    [J]. 2016 21ST INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS (MMAR), 2016, : 168 - 173
  • [3] Real-time Hand Gestures System for Mobile Robots Control
    Faudzi, Ahmad Athif Mohd
    Ali, Muaammar Hadi Kuzman
    Azman, M. Asyraf
    Ismail, Zool Hilmi
    [J]. INTERNATIONAL SYMPOSIUM ON ROBOTICS AND INTELLIGENT SENSORS 2012 (IRIS 2012), 2012, 41 : 798 - 804
  • [4] A Real-Time Vision System for Telerobotic Manipulator with Large Time Delay
    Wu, Denglu
    Du, Yingkui
    Fan, Baojie
    Tian, Jiandong
    Tang, Yandong
    [J]. 2012 INTERNATIONAL SYMPOSIUM ON INFORMATION SCIENCE AND ENGINEERING (ISISE), 2012, : 460 - 464
  • [5] Hand Swifter: A Real-Time Computer Controlling System Using Hand Gestures
    Sabab, Shahed Anzarus
    Islam, Sadman Saumik
    Hossain, Mainul
    Shahreen, Mahbuba
    [J]. 2018 4TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATION & COMMUNICATION TECHNOLOGY (ICEEICT), 2018, : 9 - 14
  • [6] Real Time Robotic Arm Control Using Hand Gestures
    Choudhary, Ganesh B.
    Ram, Chethan B., V
    [J]. 2014 INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND APPLICATIONS (ICHPCA), 2014,
  • [7] Real-time recognition of hand alphabet gestures using principal component analysis
    Birk, H
    Moeslund, TB
    Madsen, CB
    [J]. SCIA '97 - PROCEEDINGS OF THE 10TH SCANDINAVIAN CONFERENCE ON IMAGE ANALYSIS, VOLS 1 AND 2, 1997, : 261 - 268
  • [8] Real-time hand and eye coordination for flexible impedance control of robot manipulator
    Terauchi, Mutsuhiro
    Tanaka, Yoshiyuki
    Tsuji, Toshio
    [J]. ROBOT VISION, PROCEEDINGS, 2008, 4931 : 303 - +
  • [9] Real-time control for a serpentine manipulator
    Glass, K
    Colbaugh, R
    Seraji, H
    [J]. IROS '97 - PROCEEDINGS OF THE 1997 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOT AND SYSTEMS: INNOVATIVE ROBOTICS FOR REAL-WORLD APPLICATIONS, VOLS 1-3, 1996, : 1775 - 1780
  • [10] Scaled telerobotic control of a manipulator in real time with laser assistance for ADL tasks
    Veras, Eduardo
    Khokar, Karan
    Alqasemi, Redwan
    Dubey, Rajiv
    [J]. JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2012, 349 (07): : 2268 - 2280