Title :
Estimation of band-limited spectra, a reflection coefficients approach
Author :
Chonavel, Thierry ; Degerine, Serge
Author_Institution :
Dept. of Sci. Comput., ENSTBr, Brest, France
Abstract :
In this paper, we study band-limited spectrum estimation under band-limiting and correlation constraints. We use an approach based on reflection coefficients, that appears to be more convenient than those based on correlation coefficients. We study the properties of reflection coefficients of band-limited spectra and derive a band-limited spectrum estimator that can be seen as an extension to the band-limited case of the classical AR maximum entropy spectrum estimator. We check that this estimator yields good results in practice. Furthermore, we briefly explain how the results derived for a symmetric interval can be extended to the cases of a non symmetric interval and of several intervals
Keywords :
autoregressive processes; estimation theory; maximum entropy methods; spectral analysis; AR maximum entropy spectrum estimator; bandlimited spectra estimation; bandlimiting constraint; correlation constraint; nonsymmetric interval; reflection coefficients approach; symmetric interval; Array signal processing; Entropy; Extraterrestrial phenomena; Frequency; Reflection; Sensor arrays; Sensor phenomena and characterization; Signal processing; Spectral analysis; Yield estimation;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-3192-3
DOI :
10.1109/ICASSP.1996.547979