Title :
Spectral analysis of a signal driven sampling scheme
Author :
Qaisar, Saeed Mian ; Fesquet, Laurent ; Renaudin, Marc
Author_Institution :
TIMA, Grenoble, France
Abstract :
This work is a part of a drastic revolution in the classical signal processing chain required in mobile systems. The system must be low power as it is powered by a battery. Thus a signal driven sampling scheme based on level crossing is adopted, delivering non-uniformly spaced out in time sampled points. In order to analyse the non-uniformly sampled signal obtained at the output of this sampling scheme a new spectral analysis technique is devised. The idea is to combine the features of both uniform and non-uniform signal processing chains in order to obtain a good spectrum quality with low computational complexity. The comparison of the proposed technique with General Discrete Fourier transform and Lomb´s algorithm shows significant improvements in terms of spectrum quality and computational complexity.
Keywords :
computational complexity; discrete Fourier transforms; signal sampling; spectral analysis; Lomb algorithm; classical signal processing chain; computational complexity; general discrete Fourier transform; mobile systems; nonuniformly sampled signal analysis; signal driven sampling scheme; spectral analysis; spectral analysis technique; time sampled points; Algorithm design and analysis; Equations; Interpolation; Mathematical model; Signal processing algorithms; Spectral analysis;
Conference_Titel :
Signal Processing Conference, 2006 14th European
Conference_Location :
Florence