期刊文献+

惯性测量单元中加速度信号的去噪处理 被引量:8

De-noising Method for Acceleration Signal Measured by Inertial Measurement Unit
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摘要 为了克服轨道状态检测中噪声信号对信号测量精度的影响,运用基于连续均方误差准则的EMD去噪方法对惯性测量单元输出的加速度信号进行处理;将去噪后的加速度信号进行连续的两次积分运算,从而得到载体的空间运动轨迹;经过试验证明,运用基于连续均方误差准则的EMD去噪方法切实可行且具有自适应的特点。 In order to overcome the effect of noise signal to the measurement accuracy of signal in the process of detecting the track state, this paper used EMD de-noising method based on the consecutive mean square error criterion process the acceleration signal which was measured by the inertial measurement unit. It got the space motion path of vector by two consecutive integral oper- ation of the acceleration signal. The experimental result indicates that this method can efficiently and adaptively remove noise.
出处 《仪表技术与传感器》 CSCD 北大核心 2013年第10期97-99,共3页 Instrument Technique and Sensor
基金 上海市教育委员会科研创新项目重点项目(12ZZ184) 上海市教育委员会科研创新项目一般项目(12YZ149) 上海市自然科学基金(12ZR1412300)
关键词 EMD 惯性测量单元 积分 空间运动轨迹 轨道状态检测 EMD inertial measurement unit consecutive integral space motion path track state detection
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  • 1徐其瑞,许建明,黎国清.轨道检查车技术的发展与应用[J].中国铁路,2005(9):37-39. 被引量:11
  • 2朱洪涛,魏晖,熊瑞文,俞红,彭玲.弦测法检测轨向不平顺的研究[J].铁道建筑,2005,45(10):63-64. 被引量:16
  • 3Roscoe K M. Equivalency between strap-down inertial navigation coning and ul[ing integrals/algorithms [J]. Journal of Guidance,Control,and es,2001,24(2): 201 - 205.
  • 4Donoho DL.Compressed sensing.IEEE Trans,on Information Theory,2006,52(6):1289-1306.
  • 5Zhao RZ,Liu XY,Li CC,Sclabassi RJ,Sun MG Wavelet denoising via sparse representation.Science in China Series F:Information Sciences,2009,52(8):31-33.
  • 6Huang NE,Shen Z,Long SR,Wu MC,Shih HH,Zheng QN,Yen NC,Tung CC,Liu HH.The empirical mode decomposition and the hibert spectrum for nonlinear and non-stationary time series analysis.Proc.of the Royal Society of London Series a Mathematical Physical and Engineering Sciences,1998,454(1971):903-995.
  • 7Kabir M,Shahnaz C.An ECG signal denoising method based on enhancement algorithms in EMD and wavelet domains.TENCON 2011:2011 IEEE Region 10 Conference.Bali:IEEE.2011.284-287.
  • 8Donoho DL,Tsaig Y.Extensions of compressed sensing.Signal Processing,2006,86(3):533-548.
  • 9Figueiredo MAT,Nowak RD,Wright SJ.Gradient projection for sparse reconstruction:application to compressed sensing and other inverse problem.Journal of Selected Topics in Signal Processing:Special Issue on Convex Optimization Methods for Signal Processing,2007,1(4):586-598.
  • 10Candes EJ,Romberg J,Tao T.Robust uncertainty principle:exact signal reconstruction from highly incomplete frequency information.IEEE Trans,on Information Theory,2006,52(4):489-509.

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