DocumentCode :
2468983
Title :
The influence of period variation on time/frequency analysis of the Westland helicopter data
Author :
Lau, Soon-Seng ; Sherman, Peter J.
Author_Institution :
Iowa State Univ., Ames, IA, USA
fYear :
1998
fDate :
14-16 Sep 1998
Firstpage :
180
Lastpage :
183
Abstract :
We address the influence of period variation on the Westland CH-46E helicopter vibration data. The estimation of the time-varying shaft speed by using a newly developed constrained AR(2) estimator and the well-known EKF estimator are discussed. The influence that the period variation captured by these two estimators has on the periodic time/frequency analysis is illustrated via numerical simulation. This simulation clearly illustrates a potential spectral smearing if the period variation is not properly accommodated. A data resampling scheme is then be proposed to eliminate the spectral smearing effect. The potential of this scheme is demonstrated via the analysis of the helicopter vibration data
Keywords :
autoregressive processes; data analysis; helicopters; numerical analysis; parameter estimation; signal sampling; spectral analysis; time-frequency analysis; vibration measurement; AR(2) estimator; CH-46E helicopter; EKF estimator; Westland; data analysis; data resampling scheme; numerical simulation; period variation; spectral smearing; speed estimation; time/frequency analysis; vibration data; Bandwidth; Data analysis; Frequency estimation; Gears; Helicopters; Numerical simulation; Performance analysis; Shafts; Signal analysis; Uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Statistical Signal and Array Processing, 1998. Proceedings., Ninth IEEE SP Workshop on
Conference_Location :
Portland, OR
Print_ISBN :
0-7803-5010-3
Type :
conf
DOI :
10.1109/SSAP.1998.739364
Filename :
739364
Link To Document :
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