• DocumentCode
    3576192
  • Title

    Bootstrap center fusion estimation of prior distribution of SIMU successive test data

  • Author

    Junhui Xu ; Jieyu Liu ; Zhenglin Xiao ; Xiaosong Guo

  • Author_Institution
    Dept. of Auto-Control, Xi´an Res. Inst. of High-Tech, Xi´an, China
  • fYear
    2014
  • Firstpage
    2364
  • Lastpage
    2367
  • Abstract
    It is a key problem in Bayesian analysis about small sample how to get proper prior distribution. Aiming at the problem that how to get the prior distribution of strapdown inertial measurement unit (SIMU) successive test data, the fusion of multiple prior information is discussed in the case of hetero-populations. Bootstrap center method is used to achieve the fusion of multiple-hetero-population, in order to get prior distribution. It can reduce the error of statistical analysis under the condition of small sample.
  • Keywords
    Bayes methods; statistical analysis; units (measurement); Bayesian analysis; SIMU successive test data; bootstrap center fusion estimation; bootstrap center method; multiple-hetero-population; prior distribution; statistical analysis; strapdown inertial measurement unit; Bayes methods; Distribution functions; Estimation; Gaussian distribution; Histograms; Sociology; SIMU; bootstrap center fusion; posterior distribution; prior distribution; small sample;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronics and Control (ICMC), 2014 International Conference on
  • Print_ISBN
    978-1-4799-2537-7
  • Type

    conf

  • DOI
    10.1109/ICMC.2014.7231991
  • Filename
    7231991