The Design and Implementation of Natural Human-Robot Interaction System Based on Kinect Sensor

被引:0
|
作者
Ma, Fengli [1 ]
Wang, Hao [2 ]
Sun, Zhifeng [1 ]
机构
[1] Zhejiang Univ, Coll Elect Engn, Hangzhou 310003, Zhejiang, Peoples R China
[2] Zhejiang Univ, Robot Assoc, Hangzhou 310003, Zhejiang, Peoples R China
关键词
Kinect; Skeleton Tracking; Depth Data; Robot Arm; Hu Moment;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, researchers propose a method to build a natural human-robot interaction system based on Kinect sensor. Taking the advantage of skeleton tracking technology, researchers can easily get the depth data from Kinect sensor and capture body movements, which greatly simplify the recognition algorithms. After establishing the 3D coordinates of human joints, the rotation angles of human waist, shoulder, elbow and wrist can be calculated according to the spatial geometry, and these joints correspond with the joints of the robot arm one to one. Further, researchers need to extract the palm characteristic information to recognize hand gesture based on Hu Moment. Finally, the results of identification will be converted to commands and sent to controller via Bluetooth to manipulate the robot arm. Experiments show that by this method, researchers can effectively control the rotation of the 5-DOF robot arm to grab object. As the relationship between people and robots becomes more and more closely, this kind of human-robot interaction interface will play an important role in the future development of robot.
引用
收藏
页码:242 / 246
页数:5
相关论文
共 50 条
  • [1] Design and Implementation of Human-Robot Interactive Demonstration System Based on Kinect
    Cheng, Liying
    Sun, Qi
    Su, Han
    Cong, Yang
    Zhao, Shuying
    [J]. PROCEEDINGS OF THE 2012 24TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2012, : 971 - 975
  • [2] Design and Implementation of Auditory System for Mobile Robot Based on Kinect Sensor
    Wang, Shuopeng
    Yang, Peng
    Sun, Hao
    [J]. PROCEEDINGS OF THE 2016 12TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2016, : 3094 - 3098
  • [3] Sensor Fusion Based Human Detection and Tracking System for Human-Robot Interaction
    Ong, Kai Siang
    Hsu, Yuan Han
    Fu, Li Chen
    [J]. 2012 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2012, : 4835 - 4840
  • [4] Implementation of a Sensor Fusion Based Robotic System Architecture for Motion Control using Human-Robot Interaction
    Ruiz, Ariel Y. Ramos
    Chandrasekaran, Balasubramaniyan
    [J]. 2020 IEEE/SICE INTERNATIONAL SYMPOSIUM ON SYSTEM INTEGRATION (SII), 2020, : 405 - 409
  • [5] Design and Implementation of Telemarketing Robot with Emotion Identification for Human-Robot Interaction
    Arce, Diego
    Balbuena, Jose
    Menacho, Daniel
    Caballero, Luis
    Cisneros, Enzo
    Huanca, Dario
    Alvites, Marcelo
    Beltran, Cesar
    Cuellar, Francisco
    [J]. 2022 SIXTH IEEE INTERNATIONAL CONFERENCE ON ROBOTIC COMPUTING, IRC, 2022, : 177 - 180
  • [6] Natural Human-Robot Interaction
    Kanda, Takayuki
    [J]. SIMULATION, MODELING, AND PROGRAMMING FOR AUTONOMOUS ROBOTS, 2010, 6472 : 2 - 2
  • [7] Design and Implementation of Compliant Control for Human-Robot Force Interaction
    Yeh, Syh-Shiuh
    Huang, Hsuan-Kuan
    [J]. WMSCI 2008: 12TH WORLD MULTI-CONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL III, PROCEEDINGS, 2008, : 254 - +
  • [8] Design of a Sensitive Balloon Sensor for Safe Human-Robot Interaction
    Kim, Dongjin
    Han, Seungyong
    Kim, Taewi
    Kim, Changhwan
    Lee, Doohoe
    Kang, Daeshik
    Koh, Je-Sung
    [J]. SENSORS, 2021, 21 (06) : 1 - 12
  • [9] Design of a Human-Robot Interaction System for Offshore Monitoring
    Zhou, Alian
    Zhou, Jianping
    [J]. 2009 11TH IEEE INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN AND COMPUTER GRAPHICS, PROCEEDINGS, 2009, : 564 - +
  • [10] The Design of Human-Robot Spatial Cognition Interaction System
    Mu, Xian-liang
    Tian, Yu
    Tan, Li-fen
    Wang, Chun-hui
    [J]. 2016 INTERNATIONAL CONFERENCE ON INFORMATION SYSTEM AND ARTIFICIAL INTELLIGENCE (ISAI 2016), 2016, : 370 - 374