Stablization of an Aerial Robot for Indoor Environments Using a Vision-based Approach

被引:0
|
作者
Kumar, A. [1 ]
Kamal, K. [1 ]
Zafar, T. [1 ]
Kararvi, M. A. [1 ]
Afzal, H. [1 ]
Naseer, A. [1 ]
Mathavan, S. [2 ]
机构
[1] Natl Univ Sci & Technol, Islamabad, Pakistan
[2] Nottingham Trent Univ, Nottingham, England
关键词
Indoor imaging; Affine transformation; markers; SIMULINK;
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
Aerial Robots are in major focus nowadays for security and surveillance purposes. The paper presents a vision-based novel approach using an on-ground marker using Laser diode to stabilize the orientation of quad-rotor under hovering condition for indoor environments. For this purpose, a Laser diode mounted at the inertial center of the quad-rotor is used to detect the disturbance rather than using a traditional Inertial Measurement Unit based approach. Ground images obtained from camera are binarized to locate the position of marker in order to estimate change in position. Affine transforms are then used to calculate roll, pitch and yaw, a Proportional-Derivative controller is then tuned using the calculated values to stabilize the aerial robot. The technique is simulated in Matlab Simulink environment. The technique shows promising results with average settling time of 0.9656 secs.
引用
收藏
页码:836 / 841
页数:6
相关论文
共 50 条
  • [21] Vision-based aerial tracking using intelligent excitation
    Cao, CY
    Hovakimyan, N
    [J]. ACC: Proceedings of the 2005 American Control Conference, Vols 1-7, 2005, : 5091 - 5096
  • [22] The vision-based metric self-localization of indoor mobile robot using projective geometry
    Fang, Q
    Xie, CX
    [J]. 2004 7TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS 1-3, 2004, : 914 - 917
  • [23] A Vision-Based Approach for Autonomous Motion in Cluttered Environments
    Wu, Zhenping
    Meng, Zhijun
    Xu, Yulong
    Zhao, Wenlong
    [J]. APPLIED SCIENCES-BASEL, 2022, 12 (09):
  • [24] An Epipolar Geometry-Based Approach for Vision-Based Indoor Localization
    Liu, Yinan
    Ma, Lin
    Wang, Xuedong
    Meng, Weixiao
    [J]. COMMUNICATIONS, SIGNAL PROCESSING, AND SYSTEMS, 2019, 463 : 2643 - 2652
  • [25] Vision-based Localization and Robot-centric Mapping in Riverine Environments
    Yang, Junho
    Dani, Ashwin
    Chung, Soon-Jo
    Hutchinson, Seth
    [J]. JOURNAL OF FIELD ROBOTICS, 2017, 34 (03) : 429 - 450
  • [26] Vision-based Mobile Robot's SLAM and Navigation in Crowded Environments
    Morioka, Hiroshi
    Yi, Sangkyu
    Hasegawa, Osamu
    [J]. 2011 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, 2011, : 3998 - 4005
  • [27] Vision-Based Control for Fast 3-D Reconstruction With an Aerial Robot
    Cristofalo, Eric
    Montijano, Eduardo
    Schwager, Mac
    [J]. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2020, 28 (04) : 1189 - 1202
  • [28] Robust Vision-based Obstacle Avoidance for Micro Aerial Vehicles in Dynamic Environments
    Lin, Jiahao
    Zhu, Hai
    Alonso-Mora, Javier
    [J]. 2020 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2020, : 2682 - 2688
  • [29] A vision-based user authentication system in robot environments by using semi-biometrics and tracking
    Kim, DH
    Lee, J
    Yoon, HS
    Kim, HJ
    Cho, Y
    Cha, EY
    [J]. 2005 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-4, 2005, : 246 - 251
  • [30] Vision-based robot localization
    Hajjdiab, H
    Laganière, R
    [J]. 2ND IEEE INTERNATIONAL WORKSHOP ON HAPTIC, AUDIO AND VISUAL ENVIRONMENTS AND THEIR APPLICATIONS - HAVE 2003, 2003, : 19 - 24