Title :
PDF estimation using order statistic filter bank
Author :
Suoranta, Risto ; Estola, Kari-Pekka ; Rantala, Seppo ; Väätäjä, Heli
Author_Institution :
Tech. Res. Centre of Finland, Tampere, Finland
Abstract :
Introduces a new probability density function (pdf) estimation method based on the concept of order statistic filter banks. The proposed method offers a new kind of possibility for statistical analysis of signals with real time processing capabilities. Besides the new real time processing method offers a procedure to control such properties of the pdf estimate as the variance and the resolution
Keywords :
digital filters; filtering theory; nonlinear filters; parameter estimation; probability; signal resolution; statistical analysis; PDF estimation; order statistic filter bank; probability density function; real time processing; resolution; statistical analysis; variance; Automation; Data analysis; Distribution functions; Filter bank; Filtering; Probability density function; Signal processing; Statistical analysis; Statistical distributions; Statistics;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-1775-0
DOI :
10.1109/ICASSP.1994.389949
