A Wide-Area, Low-Latency, and Power-Efficient 6-DoF Pose Tracking System for Rigid Objects

被引:0
|
作者
Kim, Young-Ho [1 ]
Kapoor, Ankur [1 ]
Mansi, Tommaso [1 ,2 ]
Kamen, Ali [1 ]
机构
[1] Siemens Healthineers Digital Technol & Innovat, Princeton, NJ USA
[2] Janssen Pharmaceut Co Johnson & Johnson, Titusville, NJ 08560 USA
关键词
6-DoF pose tracking; position sensitive detector (PSD); inertia measurement unit (IMU); sensor fusion; active markers; calibration; infrared sensors; dynamic pose measurement errors; PSD;
D O I
10.1109/JSEN.2022.3144957
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
Position sensitive detectors (PSDs) offer possibility to track single active marker's two (or three) degrees of freedom (DoF) position with a high accuracy, while having a fast response time with high update frequency and low latency, all using a very simple signal processing circuit. However they are not particularly suitable for 6-DoF object pose tracking system due to lack of orientation measurement, limited tracking range, and sensitivity to environmental variation. We propose a novel 6-DoF pose tracking system for a rigid object tracking requiring a single active marker. The proposed system uses a stereo-based PSD pair and multiple Inertial Measurement Units (IMUs). This is done based on a practical approach to identify and control the power of Infrared-Light Emitting Diode (IR-LED) active markers, with an aim to increase the tracking work space and reduce the power consumption. Our proposed tracking system is validated with three different work space sizes and for static and dynamic positional accuracy using robotic arm manipulator with three different dynamic motion patterns. Results demonstrate that the static position accuracy root-mean-square (RMS) error is 0.6 mm (0.22 mm precision RMS error) at the mid range of the workspace and 1.3 mm (0.44 mm precision RMS error) at the largest workspace. The dynamic position RMS error is 0.7-0.9 mm. The orientation RMS error is between 0.04 degrees and 0.9 degrees at varied dynamic motion. Overall, our proposed tracking system is capable of tracking a rigid object pose with sub-millimeter accuracy at the mid range of the work space and sub-degree accuracy for all work space under a lab setting.
引用
收藏
页码:4558 / 4568
页数:11
相关论文
共 45 条
  • [21] Low-latency and power-efficient row-based binary-weighted compensator for fixed-width Booth multiplier
    Li, Chung-Yi
    Hu, Hong-Chi
    Chen, Yuan-Ho
    Lin, Shinn-Yn
    INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, 2024,
  • [22] Efficient Design of Chirp Spread Spectrum Modulation for Low-Power Wide-Area Networks
    Nguyen, Tung T.
    Nguyen, Ha H.
    Barton, Robert
    Grossetete, Patrick
    IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (06): : 9503 - 9515
  • [23] Dynamic tracking of low-frequency oscillations with improved Prony method in wide-area measurement system
    Xiao, JY
    Xie, XR
    Han, YD
    Wu, JT
    2004 IEEE POWER ENGINEERING SOCIETY GENERAL MEETING, VOLS 1 AND 2, 2004, : 1104 - 1109
  • [24] Security concept for a wide-area low-bandwidth power-line communication system
    Treytl, A
    Sauter, T
    2005 International Symposium on Power Line Communications and Its Applications, 2005, : 66 - 70
  • [25] Diffraction Effects of Islands on the Over-the-horizon Propagation of a Low-power Wide-area System
    Ito, Yuji
    Ichiba, Hiroki
    Hamasaki, Toshihiko
    2021 IEEE USNC-URSI RADIO SCIENCE MEETING (JOINT WITH AP-S SYMPOSIUM), 2021, : 27 - 28
  • [26] Transmission Tower Tilt Monitoring System Using Low-Power Wide-Area Network Technology
    Zhang, Xihai
    Zhao, Yan
    Zhou, Lin
    Zhao, Jian
    Dong, Wenbin
    Zhang, Mingming
    Lv, Xitong
    IEEE SENSORS JOURNAL, 2021, 21 (02) : 1100 - 1107
  • [27] A Wide-Area Measurement Concept with Low-Cost Terminal Acquisition Units for Power System Quality Analysis
    Chen, Cheng-I
    Chen, Yeong-Chin
    Wu, Menq-Jion
    Chiu, Yi-Chun
    2011 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2011,
  • [28] Development and applications of slope and river monitoring system using low-power wide-area network technology
    Hafidz, Achmad
    Kinoshita, Naoki
    Yasuhara, Hideaki
    Tsuzuki, Shinji
    JOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING, 2023, 13 (01) : 83 - 100
  • [29] Development and applications of slope and river monitoring system using low-power wide-area network technology
    Achmad Hafidz
    Naoki Kinoshita
    Hideaki Yasuhara
    Shinji Tsuzuki
    Journal of Civil Structural Health Monitoring, 2023, 13 : 83 - 100
  • [30] A Low-Power Wide-Area Network Information Monitoring System by Combining NB-IoT and LoRa
    Zhang, Xihai
    Zhang, Mingming
    Meng, Fanfeng
    Qiao, Yue
    Xu, Suijia
    Hour, Senghout
    IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (01): : 590 - 598