An algorithm for measurement data eliminating noise and smoothing

Jingqing Du*, Shiqiao Gao, Shaohua Niu

*Corresponding author for this work

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

1 Citation (Scopus)

Abstract

A simple data processing algorithm that is a data processing algorithm of shifting window, excluding outliers and computing average several times, is raised through the analysis of noise signal and abrupt signal of engineering testing signals. At the same time, the concepts of order and window width are also raised. The main Basic language algorithms source code of this algorithm is also provided; the simulation and verification tests on this algorithm have been done by using MA TLAB and the result is quite ideal. Meanwhile, this algorithm has also yielded desirable results when processing the penetration overload signal in the tests of projectile penetrating concrete targets of semi-infinite thickness and projectile penetrating three-layer concrete targets of finite thickness. The theory and the practice result can prove that it is practicable and useful for short-time and fast real-time processing as well as able to meet the engineering needs to use this algorithm for data eliminating noise, excluding outliers and smoothing data.

Original languageEnglish
Title of host publicationICACTE 2010 - 2010 3rd International Conference on Advanced Computer Theory and Engineering, Proceedings
PagesV4159-V4163
DOIs
Publication statusPublished - 2010
Event2010 3rd International Conference on Advanced Computer Theory and Engineering, ICACTE 2010 - Chengdu, China
Duration: 20 Aug 201022 Aug 2010

Publication series

NameICACTE 2010 - 2010 3rd International Conference on Advanced Computer Theory and Engineering, Proceedings
Volume4

Conference

Conference2010 3rd International Conference on Advanced Computer Theory and Engineering, ICACTE 2010
Country/TerritoryChina
CityChengdu
Period20/08/1022/08/10

Keywords

  • Data processing
  • MATLAB simulation
  • Penetration
  • Smoothing Processing

Fingerprint

Dive into the research topics of 'An algorithm for measurement data eliminating noise and smoothing'. Together they form a unique fingerprint.

Cite this