DocumentCode
2450403
Title
A computationally efficient method for accurate spectral testing without requiring coherent sampling
Author
Yu, Zhongjun ; Chen, Degang ; Geiger, Randy
Author_Institution
Iowa State Univ., Ames, IA, USA
fYear
2004
fDate
26-28 Oct. 2004
Firstpage
1398
Lastpage
1407
Abstract
The fast Fourier transform is the ubiquitous method of choice for spectral testing. However, its correct application to periodic signals requires either strict coherent sampling, or careful windowing, or other techniques that are computationally inefficient. This work introduces a new method for achieving accurate spectral testing for periodic signals without the need for coherent sampling or windowing. Furthermore the method is computationally very efficient with only minimal addition to the computational complexity of FFT. The method is validated with both simulation data and experimental data. Extensive controlled simulation indicates that the method is very robust to errors in signal frequency, phase, amplitude, additive noise, and so on. Statistical analysis and comparative studies demonstrate that the proposed method achieves spectral testing accuracies similar to those obtained with perfect coherent sampling in an ideal noise-free environment.
Keywords
computational complexity; fast Fourier transforms; sampling methods; spectral analysis; ubiquitous computing; FFT; additive noise; coherent sampling; computational complexity; extensive controlled simulation; fast Fourier transform; noise free environment; periodic signals; signal amplitude; signal frequency; signal phase noise; spectral testing; statistical analysis; ubiquitous method; windowing techniques; Computational complexity; Computational modeling; Error correction; Fast Fourier transforms; Frequency; Noise robustness; Pervasive computing; Robust control; Sampling methods; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Test Conference, 2004. Proceedings. ITC 2004. International
Print_ISBN
0-7803-8580-2
Type
conf
DOI
10.1109/TEST.2004.1387415
Filename
1387415
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