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Computer Science > Cryptography and Security

Title: Logistic Map Pseudo Random Number Generator in FPGA

Abstract: This project develops a pseudo-random number generator (PRNG) using the logistic map, implemented in Verilog HDL on an FPGA and processes its output through a Central Limit Theorem (CLT) function to achieve a Gaussian distribution. The system integrates additional FPGA modules for real-time interaction and visualisation, including a clock generator, UART interface, XADC, and a 7-segment display driver. These components facilitate the direct display of PRNG values on the FPGA and the transmission of data to a laptop for histogram analysis, verifying the Gaussian nature of the output. This approach demonstrates the practical application of chaotic systems for generating Gaussian-distributed pseudo-random numbers in digital hardware, highlighting the logistic map's potential in PRNG design.
Comments: 10 pages, 6 figures
Subjects: Cryptography and Security (cs.CR); Hardware Architecture (cs.AR)
Cite as: arXiv:2404.19246 [cs.CR]
  (or arXiv:2404.19246v1 [cs.CR] for this version)

Submission history

From: Tee Hui Teo [view email]
[v1] Tue, 30 Apr 2024 04:03:31 GMT (489kb)

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