Analysis of a capacitance tomography system for object detection and localization

被引:0
|
作者
Affortunati, Sabrina [1 ]
Zagar, Bernhard G. [2 ]
机构
[1] Johannes Kepler Univ Linz, Inst Measurement Technol, Altenberger Str 69, A-4040 Linz, Austria
[2] Univ Leoben, Montanuniversitaet Leoben, Franz Josef Str 18, A-8700 Leoben, Austria
关键词
proximity detection; capacitance tomography; conductive rubber;
D O I
10.1515/teme-2024-0013
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
To ensure safe human-robot cooperation, it is necessary not only to measure the force exerted during contact, but also to monitor an approaching action. This would allow avoiding any unintentional contact through evasive maneuvers and thus prevent possible injuries. In our contribution we analyze a localization system based on capacitance tomography where an approaching object constitutes an electrode of a multi-electrode capacitance. The system processes measured voltages made on the surface of a conductive layer. From this, the location of the capacitive coupling between the object and the layer can be reconstructed, and the position of the object can be estimated. The system's performance is further analyzed using the Neyman-Pearson detector. To define the performance of the system, for object detection only, the influence of object distance, object area, and number of measurements used on the probability of detection is examined.
引用
收藏
页码:345 / 355
页数:11
相关论文
共 50 条
  • [21] Object detection and localization in compressed video
    Creusere, CD
    Dahman, G
    CONFERENCE RECORD OF THE THIRTY-FIFTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, VOLS 1 AND 2, 2001, : 93 - 97
  • [22] Object Detection Based Handwriting Localization
    Wu, Yuli
    Hu, Yucheng
    Miao, Suting
    DOCUMENT ANALYSIS AND RECOGNITION, ICDAR 2021, PT II, 2021, 12917 : 225 - 239
  • [23] Image Captioning with Object Detection and Localization
    Yang, Zhongliang
    Zhang, Yu-Jin
    Rehman, Sadaqat Ur
    Huang, Yongfeng
    IMAGE AND GRAPHICS (ICIG 2017), PT II, 2017, 10667 : 109 - 118
  • [24] Localization Distillation for Dense Object Detection
    Zheng, Zhaohui
    Ye, Rongguang
    Wang, Ping
    Ren, Dongwei
    Zuo, Wangmeng
    Hou, Qibin
    Cheng, Ming-Ming
    2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2022, : 9397 - 9406
  • [26] Electrical capacitance tomography system for industrial applications
    Rerkratn, Apinai
    Yossontiku, Chanrit
    Lertpakdee, Thanakorn
    Chitsakul, Kitiphol
    Sangworasil, Manas
    IMECS 2006: INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS, 2006, : 558 - +
  • [27] Development of a Portable Electrical Capacitance Tomography System
    Tang, Shuo
    Liang, Yung C.
    Tien, David
    Wang, Chi-Hwa
    IECON 2011: 37TH ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2011, : 2634 - 2638
  • [28] Impedance matched electrical capacitance tomography system: front-end design and system analysis
    Flatscher, M.
    Neumayer, M.
    Bretterklieber, T.
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2019, 30 (10)
  • [29] Design of Electrical Capacitance Tomography Hardware System
    Cao, Haiyan
    Duan, Xuemei
    Wang, Huaxiang
    MATERIALS PROCESSING AND MANUFACTURING III, PTS 1-4, 2013, 753-755 : 2311 - +
  • [30] Practical system design for electrical capacitance tomography
    Lu, Geng
    Peng, Li-Hui
    Yao, Dan-Ya
    Zhang, Bao-Fen
    Jiliang Xuebao/Acta Metrologica Sinica, 2004, 25 (03):