TY - GEN
T1 - An algorithm for measurement data eliminating noise and smoothing
AU - Du, Jingqing
AU - Gao, Shiqiao
AU - Niu, Shaohua
PY - 2010
Y1 - 2010
N2 - 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.
AB - 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.
KW - Data processing
KW - MATLAB simulation
KW - Penetration
KW - Smoothing Processing
UR - http://www.scopus.com/inward/record.url?scp=78149290350&partnerID=8YFLogxK
U2 - 10.1109/ICACTE.2010.5579691
DO - 10.1109/ICACTE.2010.5579691
M3 - Conference contribution
AN - SCOPUS:78149290350
SN - 9781424465408
T3 - ICACTE 2010 - 2010 3rd International Conference on Advanced Computer Theory and Engineering, Proceedings
SP - V4159-V4163
BT - ICACTE 2010 - 2010 3rd International Conference on Advanced Computer Theory and Engineering, Proceedings
T2 - 2010 3rd International Conference on Advanced Computer Theory and Engineering, ICACTE 2010
Y2 - 20 August 2010 through 22 August 2010
ER -