Quantization effects in biometric systems

F.M.J. Willems, T. Ignatenko

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

10 Citaten (Scopus)
150 Downloads (Pure)

Samenvatting

The fundamental secret-key rate vs. privacy-leakage rate trade-offs for secret-key generation and transmission for i.i.d. Gaussian biometric sources are determined. These results are the Gaussian equivalents of the results that were obtained for the discrete case by the authors and independently by Lai et al. in 2008. Also the effect that binary quantization of the biometric sequences has on the ratio of the secret-key rate and privacy-leakage rate is considered. It is shown that the squared correlation coefficient must be increased by a factor of pi2/4 to compensate for such a quantization action, for values of the privacy-leakage rate that approach zero, when the correlation coefficient is close to zero.
Originele taal-2Engels
TitelProceedings of Information Theory and Applications Workshop, 8-13 February 2009, San Diego, California
Plaats van productiePiscataway
UitgeverijInstitute of Electrical and Electronics Engineers
Pagina's372-379
ISBN van geprinte versie978-1-4244-3990-4
DOI's
StatusGepubliceerd - 2009

Vingerafdruk

Duik in de onderzoeksthema's van 'Quantization effects in biometric systems'. Samen vormen ze een unieke vingerafdruk.

Citeer dit