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New Index
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Item
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Generation of chaos-based random bit sequences with prescribed auto-correlations by post-processing using linear feedback shift registers
http://hdl.handle.net/20.500.12678/0000003106
http://hdl.handle.net/20.500.12678/0000003106d0d0977b-ae30-4861-abb7-9b0224854f43
62ee2a6e-444d-4620-b294-32620d134132
Publication type | ||||||
---|---|---|---|---|---|---|
Conference paper | ||||||
Upload type | ||||||
Publication | ||||||
Title | ||||||
Title | Generation of chaos-based random bit sequences with prescribed auto-correlations by post-processing using linear feedback shift registers | |||||
Language | en | |||||
Publication date | 2017-08-08 | |||||
Authors | ||||||
Tin Ni Ni Kyaw | ||||||
Akio Tsuneda | ||||||
Description | ||||||
<p>Post-processing scheme using linear feedback shift registers (LFSRs) for generat-ing chaos-based random bit sequences with infinite period for use in Monte-Carlo methods isdiscussed. We theoretically analyze auto-correlation functions of choatic binary sequences gen-erated by the Bernoulli chaotic map and a class of binary funcitons. The theoretical analysescan be applied to the LFSR-based post-processing for generating random bit sequences withprescribed auto-correlations because LFSRs can be regarded as a finite bit approximation ofthe Bernoulli map. Some results of numerical experiments are also given.</p> | ||||||
Keywords | ||||||
random bit sequence, post-processing, linear feedback shift register, chaos, perron-frobenius operator, Bernoulli map | ||||||
Identifier | ||||||
Journal articles | ||||||
Conference papers | ||||||
IEICE | ||||||
1 March 2017 | ||||||
Nonlinear Theory and Its Applications | ||||||
vol. 8, no. 3 | ||||||
Books/reports/chapters | ||||||
Thesis/dissertations |