Title :
A multiband approach to human identity verification based on PhonoCardioGram signal analysis
Author :
Beritelli, Francesco
Author_Institution :
Dipt. di Ing. Inf. e delle Telecomun., Univ. of Catania, Catania
Abstract :
New physiological or behavioural characteristics have to be considered in order to improve the performance of automatic mono/multi-biometric recognition systems. It has recently been shown in, by means of a preliminary study, that PhonoCardioGram (PCG) signals have specific individual characteristics that can be taken into consideration as a physiological sign used in a biometric system. This paper presents new results in biometric identification/verification via frequency analysis of cardiac sounds. More specifically, the paper proposes a multiband approach to PCG signals that has made it possible to enhance the linear separability and obtain an Equal Error Rate (EER) of 9%.
Keywords :
authorisation; cardiovascular system; medical signal processing; PCG signals; biometric system; cardiac sounds; equal error rate; frequency analysis; human identity verification; multiband approach; phonocardiogram signal analysis; Biometrics; Databases; Discrete Fourier transforms; Error analysis; Frequency; Heart; Humans; Performance analysis; Signal analysis; Signal processing;
Conference_Titel :
Biometrics Symposium, 2008. BSYM '08
Conference_Location :
Tampa, FL
Print_ISBN :
978-1-4244-2566-2
Electronic_ISBN :
978-1-4244-2567-9
DOI :
10.1109/BSYM.2008.4655525