Title :
Optimal databased complex demodulation for evolutionary spectra
Author :
Riedel, Kurt S. ; Sidorenko, Alexander
Author_Institution :
Courant Inst. of Math. Sci., New York, NY, USA
Abstract :
Complex demodulation of coherent signals in a red noise background is formulated as a kernel smoother in a mixed time-frequency representation. Expected error criteria are used to determine the optimal kernel halfwidth. The authors initially estimate mod delta /sub t//sup 2/A mod /sup 2/ using a higher order kernel smoother with a larger halfwidth to construct a data-adaptive estimate of the evolving amplitude. To estimate the evolving frequency delta /sub t/ phi /sub l/(t), they use a halfwidth corresponding to first derivative estimation.<>
Keywords :
adaptive filters; demodulation; optimisation; spectral analysis; time-frequency analysis; coherent signals; complex demodulation; data-adaptive estimate; error criteria; evolutionary spectra; first derivative estimation; kernel smoother; mixed time-frequency representation; red noise;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1993. ICASSP-93., 1993 IEEE International Conference on
Conference_Location :
Minneapolis, MN, USA
Print_ISBN :
0-7803-7402-9
DOI :
10.1109/ICASSP.1993.319687