Title :
Bounds on fixed-length post-processing functions for stationary biased random number generators
Author_Institution :
Res. Center for Inf. Security, Nat. Inst. of Adv. Ind. Sci. & Technol., Tokyo
Abstract :
We investigate post-processing functions with fixed-length inputs/outputs for reducing biases of random bits. When original random bits are i.i.d., biases of the post-processed sequences are polynomials in bias of the original bits, and a function is regarded as better if least degrees of those polynomials are larger. In this article we give upper and lower bounds of the optimal least degree for such post-processing functions, and in some cases determine the optimal degree precisely.
Keywords :
polynomials; random number generation; fixed-length postprocessing functions; information theory; optimal least degree; polynomials; post-processed sequences; random bits; stationary biased random number generators; Binary sequences; Chaos; Cryptography; Information security; Information theory; Performance evaluation; Polynomials; Random number generation; Random variables; Upper bound;
Conference_Titel :
Information Theory and Its Applications, 2008. ISITA 2008. International Symposium on
Conference_Location :
Auckland
Print_ISBN :
978-1-4244-2068-1
Electronic_ISBN :
978-1-4244-2069-8
DOI :
10.1109/ISITA.2008.4895580