Advanced Search
Volume 38 Issue 5
May  2012
Turn off MathJax
Article Contents
Abstract
References
Journal of Beijing University of Aeronautics and Astronautics  > 2012  >  38(5): 670-674.
Yang Yuanhong, Ma Jing. Close-Loop FOG Self-Diagnosing and Application in RSDIMU[J]. Journal of Beijing University of Aeronautics and Astronautics, 1998, 24(5): 619-622. (in Chinese)
Citation: Wang Xinfeng, Wang Hongzhi, Gao Minzhonget al. Fusion algorithm for transient loading volume with accumulative error[J]. Journal of Beijing University of Aeronautics and Astronautics, 2012, 38(5): 670-674. (in Chinese)
shu

Fusion algorithm for transient loading volume with accumulative error

  • Jiuquan Satellite Launch Center of China, Jiuquan 732750, China

  • Received Date: 07 Jan 2011
  • Publish Date: 30 May 2012
    Abstract
  • In order to improve measuring accuracy of rocket propellant loading volume, an ultrasonic flowmeter and a high precision liquid-level meter were added to the original loading-system based on the single flowemeter. The relationship between the liquid-level and the volume was calibrated in advance. Thus, the loading volume was measured with three devices at the same time. Through analyzing the variation characteristic and error characteristic of the three measurement data, variance estimations of the three loading volume error were deduced respectively using time-domain estimation and data window, and the optimal weighted fusion algorithm was given using the least squares method. Practical application shows that the fusion algorithm is able to inhibit the expansion of accumulative error, offer more precise real-time loading volume data.

     

    • FullText(HTML)
    • References(15)
  • [1]
    仲崇权,张立勇,杨素英,等.基于最小二乘原理的多传感器加权融合算法[J].仪器仪表学报,2003,24(4):427-430 Zhong Chongquan,Zhang Liyong,Yang Suying,et al.A weighted fusion algorithm of multi-sensor based on the principle of least squares [J].Chinese Journal of Scientific Instrument,2003,24(4):427-430(in Chinese)
    [2]
    John Daye Z,Jessie Jeng X.Shrinkage and model selection with correlated variables via weighted fusion[J].Computational Statistics & Data Analysis,2009,53(4):1284-1298
    [3]
    Ting Li Chien,Jyh Hwa Tzou,Wang Chun Chieh,et al.Detection system of a security robot using multisensor fusion algorithms [J].Artificial Life and Robotics,2009,14(2):247-251
    [4]
    Wenzel T A,Burnham K J,Blundell M V.Dual extend Kalman filter for vehicle state and parameter [J].Vehicle System Dynamics,2006,44(2):153-171
    [5]
    蒯冲,龚剑扬,那云啸,等.基于极大似然估计的最优航迹融合方法[J].哈尔滨工程大学学报,2003,24(4):419-421 Kuai Chong,Gong Jianyang,Na Yunxiao,et al.Optimal track fusion based on maximum likelihood estimate [J].Journal of Harbin Engineering University,2003,24(4):419-421(in Chinese)
    [6]
    胡丹丹,肖书明,王燕清,等.基于多传感器的数据融合技术[J].东北电力学院学报,2004,24(1):62-67 Hu Dandan,Xiao Shuming,Wang Yanqing,et al.Data fusion technique based on multi-sensor [J].Journal of Northeast China Institute of Electric Power Engineering,2004,24(1):62-67(in Chinese)
    [7]
    胡士强,张天桥.多传感器在线自适应加权融合跟踪算法[J].北京理工大学学报,2002,22(1):117-120 Hu Shiqiang,Zhang Tianqiao.An on line adaptive weighted fusion algorithm for multi-sensor tracking [J].Journal of Beijing Institute of Technology,2002,22(1):117-120(in Chinese)
    [8]
    宋建勋,张进,吴钦章.基于D-S证据理论的多特征数据融合算法[J].火力与指挥控制,2010,35(7):96-98 Song Jianxun,Zhang Jin,Wu Qinzhang.The algorithm of multi-feature data fusion based on D-S theory of evidence[J].Fire Control & Command Control,2010,35(7):96-98(in Chinese)
    [9]
    翟翌立,戴逸松.多传感器数据自适应加权融合估计算法的研究[J].计量学报,1998,19(1):69-75 Zhai Yili,Dai Yisong.Study of adaptive weighted fusion estimated algorithm of multisensor data [J].Acta Metrologica Sinica,1998,19(1):69-75(in Chinese)
    [10]
    吴成东,刘宗富.多传感器数据最优融合[J].传感器技术,1994,13(3):21-24 Wu Chengdong,Liu Zongfu.The optimization of multi-sensor data [J].J Sensor & Transducer Techno,1994,13(3):21-24(in Chinese)
    [11]
    Richardson J M,Kenneth A M.Fusion of multisensor data [J].The International Journal of Robotics Research,1988,7(6):78-96
    [12]
    杨位钦,顾岚.时间序列分析与动态数据建模[M].北京:北京工业学院出版社,1986:37-89 Yang Weiqing,Gu Lan.Time series analyzing and dynamic data modeling[M].Beijing:Beijing Institute of Industrial Press,1986:37-89(in Chinese)
    [13]
    翁思义.自适应控制系统[M].北京:水利电力出版社,1995:43-46 Weng Siyi.Adaptive control system[M].Beijing:China WaterPower Press,1995:43-46(in Chinese)
    [14]
    胡广书.数字信号处理－理论、算法与实现[M].北京:清华大学出版社,1997:320-327 Hu Guangshu.Digital signal processing-theory,algorithm and implement[M].Beijing:Tsinghua University Press,1997:320-327(in Chinese)
    [15]
    赵晋,张建秋,高羽.迭代异方差估计及其在多传感器数据融合中的应用[J].电子学报,2008,36(10):1938-1943 Zhao Jin,Zhang Jianqiu,Gao Yu.Iterative heteroscedastic variance estimation with its application for multisensor data fusion [J].Acta Electronica Sinica,2008,36(10):1938-1943(in Chinese)
    • Relative Articles

  • Relative Articles

    [1]ZHANG Y T，LUO X L，WANG Y P. Self-supervised image change detection method based on lightweight capsule network[J]. Journal of Beijing University of Aeronautics and Astronautics，2025，51（5）：1705-1715 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2023.0251.
    [2]ZHANG F X，GAO T，WU H D. Improved chimpanzee search algorithm based on multi-strategy fusion and its application[J]. Journal of Beijing University of Aeronautics and Astronautics，2025，51（1）：235-247 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2022.0891.
    [3]WANG Y T，LIU Y，WANG H，et al. Drag reduction characteristics analysis of variable camber based on plane parameters of blended wing body configuration[J]. Journal of Beijing University of Aeronautics and Astronautics，2025，51（2）：525-545 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2023.0011.
    [4]ZHOU X，ZHENG N S，DING R，et al. An improved inversion method of forest biomass based on satellite GNSS-R[J]. Journal of Beijing University of Aeronautics and Astronautics，2024，50（8）：2619-2626 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2022.0654.
    [5]XU Guoyi, FENG Jinyan, OCHIENG J.OBONGO, YU Zhuoqi, TONG Chaoxia. Research on Practical Calculation Method for Settlement under Dynamic Compaction[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2023.0848
    [6]HE J W，XU X Z，GAO B. Improved moth-flame optimization algorithm with multi-strategy integration[J]. Journal of Beijing University of Aeronautics and Astronautics，2024，50（9）：2862-2871 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2022.0707.
    [7]HAN H，HAO J，ZHANG Q K，et al. Multi-source knowledge fusion model for aspect-based sentiment analysis[J]. Journal of Beijing University of Aeronautics and Astronautics，2024，50（9）：2688-2695 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2022.0728.
    [8]JIANG Y F，XU X Z，XU F Q，et al. Multi-strategy fusion improved adaptive mayfly algorithm[J]. Journal of Beijing University of Aeronautics and Astronautics，2024，50（4）：1416-1426 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2022.0492.
    [9]YU Ming-yang, LI Ting, XU Jing. Enhanced Dwarf Mongoose Optimization Algorithm with Multi-Strategy fusion[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2023-0613
    [10]LIU W，JIA S L. Robust traffic flow prediction based on graph contrastive learning[J]. Journal of Beijing University of Aeronautics and Astronautics，2024，50（1）：122-133 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2022.0230.
    [11]LIU Shenshen, JIANG Bo, HAN Qinghua, YU Jing, YANG Xiaofeng, WEI Dong, ZHU Yandan, GUI Yewei. Study of cumulative thermal deformation characteristics and its impacts under long-endurance aerodynamic-thermal coupling effects[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2023.0486
    [12]PANG F Q，ZHAO H F，KANG Y Y. Uncertainty estimation fused end-to-end video event detection algorithm[J]. Journal of Beijing University of Aeronautics and Astronautics，2024，50（12）：3759-3770 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2022.0897.
    [13]GENG Xueyin, WANG Jun, YANG Bin, SUN Jinping. Space-Time Spectral Entropy based Synchronization Error Estimation for Distributed Array Radar[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2024.0177
    [14]ZHANG Yi-tian, LUO Xi-ling, WANG Yu-peng. Self-supervised image change detection method based on lightweight capsule network[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2023-0251
    [15]YANG Y J，GAN Y，LI C H，et al. Amended SRCKF algorithm based on minimum variance of innovation[J]. Journal of Beijing University of Aeronautics and Astronautics，2023，49（1）：138-144 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2021.0202.
    [16]LYU Y，CAO F. Robust beamforming based on linear constraint minimum variance algorithm[J]. Journal of Beijing University of Aeronautics and Astronautics，2023，49（3）：617-624 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2021.0280.
    [17]CHEN H Z，SUN R，QIU M，et al. An adaptive noise variance based fault detection algorithm for GNSS positioning[J]. Journal of Beijing University of Aeronautics and Astronautics，2023，49（2）：406-421 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2021.0222.
    [18]HAN X，WANG Y X，CHENG X C，et al. A decentralized multi-sensor fusion estimator using finite memory buffers[J]. Journal of Beijing University of Aeronautics and Astronautics，2023，49（2）：335-343 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2021.0240.
    [19]ZHAO G R，GU H L，HAN X，et al. NNS distributed fusion estimator under multiple network constraints[J]. Journal of Beijing University of Aeronautics and Astronautics，2023，49（2）：229-241 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2021.0225.
    [20]SHU Hong-bin, YU Chuan-qiang, LIU Zhi-hao, TANG Sheng-jin, CHEN Jian-wei. State estimation of multi-axle special vehicles by fusion of neural network and unscented Kalman filter[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2022.0535
    • Supplements(0)
    • Cited By
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索
    Get Citation
    PDF
    XML

    Article Metrics

    Article views(2998) PDF downloads(378) Cited by()
    Proportional views
    Related

    Copyright © Journal of Beijing University of Aeronautics and Astronautics

    Address: Editorial Department of Journal of Beijing University of Aeronautics and Astronautics, 37 Xueyuan Road, Haidian District, Beijing Post Code: 100191 Email: jbuaa@buaa.edu.cn

    Supported by: Beijing Renhe Information Technology Co., Ltd.    

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return