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Statistical analysis and verification of the satellite line of sight pointing jitter

  • De Zhi Dong*
  • , Jiang Yun Wang
  • , Zhang Ping
  • , Tang Liang
  • *Corresponding author for this work
  • Beihang University
  • CAS - Beijing Institute of Control Engineering

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

A method of statistical analysis and verification of the satellite line of sight jitter is discussed. For the case that the jitter measurement is random, the verification of jitter is achieved by estimate the probability that the jitter requirement is not met. The binary analysis method of simulation result is introduced and the miss rate which can be calculated from the result of the binary analysis is proposed for the fact that the statistical mean of the miss rate is an estimate of the probability of jitter requirement misses. The distribution of the miss rate is discussed for the purpose of estimate the statistics of miss rate. To avoid trivial simulation replications in analysis and verification, the bootstrap method is used to obtain a normally distributed miss rate sample, from which the mean miss rate and its variance can be estimated. As thus the confidence interval of miss rate is evaluated to provide a much safer verification result. The credibility and time cost of the method is discussed in case study, and an introductive example is presented to give an introduction of application of the method.

Original languageEnglish
Title of host publicationProceedings - 2010 1st International Conference on Pervasive Computing, Signal Processing and Applications, PCSPA 2010
Pages1240-1243
Number of pages4
DOIs
StatePublished - 2010
Event1st International Conference on Pervasive Computing, Signal Processing and Applications, PCSPA 2010 - Harbin, China
Duration: 17 Sep 201019 Sep 2010

Publication series

NameProceedings - 2010 1st International Conference on Pervasive Computing, Signal Processing and Applications, PCSPA 2010

Conference

Conference1st International Conference on Pervasive Computing, Signal Processing and Applications, PCSPA 2010
Country/TerritoryChina
CityHarbin
Period17/09/1019/09/10

Keywords

  • Bootstrap
  • Jitter
  • Simulation experiment
  • Statistical analysis
  • Verification

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