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  1. Yangon Technological University
  2. Department of Computer Engineering and Information Technology

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/20.500.12678/0000003106
d0d0977b-ae30-4861-abb7-9b0224854f43
62ee2a6e-444d-4620-b294-32620d134132
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Generation Generation of chaos-based random bit sequences with prescribed auto-correlations by post-processing using linear feedback shift registers 10. NOLTA Journal Published Paper.pdf (1344 Kb)
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
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