A methodology for the compensation of compass heading estimation for the effect of magnetic influences

被引:0
|
作者
Ando, B. [1 ]
Baglio, S. [1 ]
Frisenna, S. [1 ]
Lombardo, C. O. [1 ]
Marletta, V. [1 ]
机构
[1] Univ Catania, DIEEI, Catania, Italy
关键词
Dead Reckoning; Kalman Filter; Smartphone; AAL; Localization; IMU;
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
Dead Reckoning is the process of estimating the current position of a system or a person by using the previous known position and some knowledge about the speed, the direction of travel and the elapsed time. Such techniques are really valuable especially to perform indoor navigation tasks where Global Positioning Systems cannot operate. In order to perform an accurate localization, the DR methodology relies on a reliable awareness of both speed and direction. The DR system proposed through this paper has been implemented by a stand-alone and low cost architecture suitable for indoor application. The system consists of an integrated module providing signals from an acignal processing. The main novelty introduced by the proposed approachcelerometer, a gyroscope and a magnetometer and a standard smartphone for s consists in the methodology suggested to identify the Kalman Filter model. The results obtained encourage the use of the proposed approach.
引用
收藏
页码:303 / 307
页数:5
相关论文
共 50 条
  • [21] A Methodology for Mutual Coupling Estimation and Compensation in Antennas
    Henault, Simon
    Podilchak, Symon K.
    Mikki, Said M.
    Antar, Yahia M. M.
    IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2013, 61 (03) : 1119 - 1131
  • [22] Bioinspired polarized light compass in moonlit sky for heading determination based on probability density estimation
    Yueting YANG
    Yan WANG
    Lei GUO
    Bo TIAN
    Jian YANG
    Wenshuo LI
    Taihang CHEN
    Chinese Journal of Aeronautics , 2022, (03) : 1 - 9
  • [23] Magnetic perturbations detection and heading estimation using magnetometers
    Renaudin, Valerie
    Afzal, Muhammad Haris
    Lachapelle, Gerard
    JOURNAL OF LOCATION BASED SERVICES, 2012, 6 (03) : 161 - 185
  • [24] Bioinspired polarized light compass in moonlit sky for heading determination based on probability density estimation
    Yang, Yueting
    Wang, Yan
    Guo, Lei
    Tian, Bo
    Yang, Jian
    Li, Wenshuo
    Chen, Taihang
    CHINESE JOURNAL OF AERONAUTICS, 2022, 35 (03) : 1 - 9
  • [25] Heading Estimation Based on Magnetic Markers for Intelligent Vehicles
    Byun, Yeun Sub
    Kim, Young Chol
    JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2016, 138 (07):
  • [26] Active Compensation Method for Strong Magnetic Interference of MEMS Electronic Compass
    Fu, Jun
    Ning, Zhiwen
    Chang, Yang
    IEEE ACCESS, 2021, 9 : 48860 - 48872
  • [27] Experiment Evaluation of Rapid Error Compensation for Magnetic Compass in Underwater Vehicle
    Ye, Ping
    Zhai, Chuanrun
    Du, Gang
    Zhan, Xingqun
    2009 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS 1-7, CONFERENCE PROCEEDINGS, 2009, : 4880 - 4884
  • [28] Application of extreme learning machine in the nonlinear error compensation of magnetic compass
    Liu, Yanxia
    Fang, Jianjun
    Zhang, Xiaojuan
    Sun, Jian
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2015, 36 (09): : 1921 - 1927
  • [29] Effect of range of heading differences on human visual-inertial heading estimation
    Rodriguez, Raul
    Crane, Benjamin T.
    EXPERIMENTAL BRAIN RESEARCH, 2019, 237 (05) : 1227 - 1237
  • [30] Comprehensive Heading Error Processing Technique Using Image Denoising and Tilt-Induced Error Compensation for Polarization Compass
    Shen, Chong
    Wu, Xindong
    Zhao, Donghua
    Li, Shan
    Cao, Huiliang
    Zhao, Huijun
    Tang, Jun
    Liu, Jun
    Wang, Chenguang
    IEEE ACCESS, 2020, 8 : 187222 - 187231