A Study on Generation of Random Bit Sequences with Post-Processing by Linear Feedback Shift Registers

ICICIC '07 Proceedings of the Second International Conference on Innovative Computing, Informatio and Control(2007)

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摘要
There are several attempts to use chaotic nonlinear maps for random number generation. Theoretically, some chaotic maps can produce balanced and i.i.d.(independent and identically distributed) binary sequences. However, it is difficult to generate aperiodic sequences with good sta- tistical properties by analog circuits or digital circuits only. In this paper, we propose a simple post-processing by lin- ear feedback shift registers for generating random bit se- quences with good statistical properties. Some numerical results including a well-known statistical test (FIPS140-2) are shown.
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linear feedback shift registers,well-known statistical test,analog circuit,good sta,chaotic map,random number generation,random bit sequences,random bit,good statistical property,chaotic nonlinear map,binary sequence,aperiodic sequence,statistical test,analog circuits,digital circuits,statistical testing,linear feedback shift register,shift registers,independent and identically distributed
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