留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
邮箱
手机号码
标题
留言内容
验证码

基于小波的反作用轮力矩测量系统校准

林夏 白涛 武国强 熊淑杰 林宝军

林夏, 白涛, 武国强, 等 . 基于小波的反作用轮力矩测量系统校准[J]. 北京航空航天大学学报, 2017, 43(1): 200-206. doi: 10.13700/j.bh.1001-5965.2016.0054
引用本文: 林夏, 白涛, 武国强, 等 . 基于小波的反作用轮力矩测量系统校准[J]. 北京航空航天大学学报, 2017, 43(1): 200-206. doi: 10.13700/j.bh.1001-5965.2016.0054
LIN Xia, BAI Tao, WU Guoqiang, et al. Calibration of reaction wheel torque measuring system based on wavelet methods[J]. Journal of Beijing University of Aeronautics and Astronautics, 2017, 43(1): 200-206. doi: 10.13700/j.bh.1001-5965.2016.0054(in Chinese)
Citation: LIN Xia, BAI Tao, WU Guoqiang, et al. Calibration of reaction wheel torque measuring system based on wavelet methods[J]. Journal of Beijing University of Aeronautics and Astronautics, 2017, 43(1): 200-206. doi: 10.13700/j.bh.1001-5965.2016.0054(in Chinese)

基于小波的反作用轮力矩测量系统校准

doi: 10.13700/j.bh.1001-5965.2016.0054
基金项目: 

国防基础科研项目 0301030104

详细信息
    作者简介:

    林夏,男,硕士研究生。主要研究方向:卫星姿态控制

    通讯作者:

    林宝军,男,博士,研究员。主要研究方向:计算机应用技术、空间飞行器总体设计. E-mail:linbaojun@aoe.ac.cn

  • 中图分类号: TP206+.1

Calibration of reaction wheel torque measuring system based on wavelet methods

Funds: 

National Defense Basic Research Program 0301030104

More Information
  • 摘要:

    将反作用轮实时输出力矩值由力矩测量系统采集引入卫星半物理闭环仿真试验是一种更为优越的闭环仿真新方法。但由于仿真过程中,存在持续的外力矩干扰引入仿真控制闭环,导致半物理仿真试验无法长时间准确运行。为解决这一问题,结合实验数据分析,确定了力矩测量系统为半物理仿真试验外力矩干扰来源,并结合小波阈值滤波原理分别使用实时小波滤波方法和基于小波去噪的均值滤波算法对力矩测量系统初始及过程中产生的外力矩干扰进行消除,使测量系统得以准确校准。最后,将此方法应用于半物理闭环仿真试验中,取得了良好的效果。

     

  • 图 1  典型过往仿真中外力矩引入

    Figure 1.  Typical external torque introduction in previous simulations

    图 2  典型过往仿真反作用轮轮速

    Figure 2.  Typical reaction wheels’ speed in previous simulations

    图 3  力矩测量系统输出偏差

    Figure 3.  Output deviations in torque measuring system

    图 4  力矩测量系统初始上电误差

    Figure 4.  Initial power-up errors in torque measuring system

    图 5  小波初始校准外力矩引入

    Figure 5.  External torque introduction based onwavelet initial calibration

    图 6  小波初始校准反作用轮转速

    Figure 6.  Reaction wheels’ speed based on wavelet initial calibration

    图 7  基于小波去噪的移动平均滤波法外力矩引入

    Figure 7.  External torque introduction based on moving averagefiltering method incorporated with wavelet de-noising

    图 8  基于小波去噪的移动平均滤波法反作用轮转速

    Figure 8.  Reaction wheels’ speed based on moving averagefiltering method incorporated with wavelet de-noising

    图 9  半物理仿真试验外力矩引入

    Figure 9.  External torque introduction in semi-physical simulation experiment

    图 10  半物理仿真试验反作用轮转速

    Figure 10.  Reaction wheels’ speed in semi-physicalsimulation experiment

    图 11  半物理仿真试验卫星姿态

    Figure 11.  Satellite attitude in semi-physical simulation

  • [1] 章仁为.卫星轨道姿态动力学与控制[M].北京:北京航空航天大学出版社,1998:270-278.

    ZHANG R W.Satellite orbit dynamics and control[M].Beijing:Beihang University Press,1998:270-278(in Chinese).
    [2] 蒋东方,陈明.一种实时小波降噪方法[J].仪器仪表学报,2004,25(6):781-783. http://www.cnki.com.cn/Article/CJFDTOTAL-YQXB200406021.htm

    JIANG D F,CHEN M.A real-time wavelet de-noising algorithm[J].Chinese Journal of Scientific Instrument,2004,25(6):781-783(in Chinese). http://www.cnki.com.cn/Article/CJFDTOTAL-YQXB200406021.htm
    [3] DONOHO D L, JOHNSTONE I M. Ideal spatial adaptation by wavelet shrinkage[J].Biometrika,1994,81(9):425-455. http://cn.bing.com/academic/profile?id=1d4b33af64360e61dca524cd831db7a4&encoded=0&v=paper_preview&mkt=zh-cn
    [4] STRANG G, NGUYEV T.Wavelets and filter banks[M]. Cambridge:Wellesley-Cambridge Press,1997:490-495.
    [5] 高凤荣,高峰,付中泽,等. 基于小波滤波的激光陀螺SINS晃动基座初始对准[J].中国惯性技术学报,2014,22(2):157-160. http://www.cnki.com.cn/Article/CJFDTOTAL-ZGXJ201402003.htm

    GAO F R,GAO F,FU Z Z,et al.Wavelet used in initial alignment of SINS on a rocking base[J].Journal of Chinese Inertial Technology,2014,22(2):157-160(in Chinese). http://www.cnki.com.cn/Article/CJFDTOTAL-ZGXJ201402003.htm
    [6] 李家垒,许化龙,何婧.光纤陀螺随机漂移的实时滤波方法研究[J].宇航学报,2010,31(12):2717-2721. http://www.cnki.com.cn/Article/CJFDTOTAL-YHXB201012016.htm

    LI J L,XU H L,HE J.Real-time filtering methods of random drift of fiber optic gyroscope[J].Journal of Astronautics,2010,31(12):2717-2721(in Chinese). http://www.cnki.com.cn/Article/CJFDTOTAL-YHXB201012016.htm
    [7] EL-SHEIMY N. Wavelet de-noising for IMU alignment[J].IEEE Transactions on Aerospace and Electronic Systems Magazine,2004,19(10):32-39. doi: 10.1109/MAES.2004.1365016
    [8] BRUTON A M, SCHWARZ K P,ŠKALOUD J.The use of wavelets for the analysis and de-noising of kinematic geodetic measurements[C]//Geodesy Beyond 2000.Berlin:Springer,2000:227-232.
    [9] DONOHO D L, JONESTONE I M.Adapting to unknown smoothness via wavelet shrinkage[J].Journal of the American Statistical Association,1995,90(432):1200-1224. doi: 10.1080/01621459.1995.10476626
    [10] 陈益,李书.改进的小波阈值消噪法应用于超声信号处理[J].北京航空航天大学学报,2006,32(4):466-470. http://bhxb.buaa.edu.cn/CN/abstract/abstract9913.shtml

    CHEN Y,LI S.Application of improved threshold denoising based on wavelet transform to ultrasonic signal processing[J].Journal of Beijing University of Aeronautics and Astronautics,2006,32(4):466-470(in Chinese). http://bhxb.buaa.edu.cn/CN/abstract/abstract9913.shtml
    [11] MALLAT S G.A theory for multiresolution signal decomposition:The wavelet representation[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence,1989,11(7):674-693. doi: 10.1109/34.192463
    [12] DOHONO D L.Denoising by soft-thresholding[J].IEEE Transactions on Information Theory,1995,41(3):613-627. doi: 10.1109/18.382009
    [13] JOY J,PETER S,JOHN N.Denoising using soft thresholding[J].International Journal of Advanced Research in Electrical Electronics and Instrumentation Engineering,2013,2(3):1027-1032.
    [14] XIA R,MENG K,QIAN F.Online wavelet denoising via a moving window[J].Acta Automatic Sinica,2007,33(9):897-901. doi: 10.1360/aas-007-0897
    [15] 向东,杨庆俊,包钢,等.三轴气浮平台常值干扰力矩的分析与补偿[J]. 宇航学报,2009,30(2):448-452.

    XIANG D,YANG Q J,BAO G,et al.Research on analysing and compensation of the steady disturbing torque of the three axis air bearing table[J].Journal of Astronautics,2009,30(2):448-452(in Chinese).
  • 加载中
图(11)
计量
  • 文章访问数:  835
  • HTML全文浏览量:  119
  • PDF下载量:  428
  • 被引次数: 0
出版历程
  • 收稿日期:  2016-01-15
  • 录用日期:  2016-02-06
  • 网络出版日期:  2017-01-20

目录

    /

    返回文章
    返回
    常见问答