Design and Implementation of a Configurable and Aperiodic Pseudo Random Number Generator in FPGA

Honghui Tang, Tao Qin, Zhijian Hui, Pengyu Cheng, Wensong Bai
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引用次数: 6

Abstract

Pseudo random number generators (PRNGs) play an important role in many fields such as encryption and hardware testing. One common structure of PRNGs is linear feedback shifting register (LFSR), which generate a n-bit sequence from a specific seed. However, the sequence of random numbers can be predicted given a fixed seed and some sequences of generated numbers. Considering the drawbacks of available LSFR-based PRNGs, in this paper we devised a configurable and aperiodic LSFR-based PRNG, which utilize the unpredictability of metastable state widely existed in digital circuits. In this case, the sequence of random numbers is almost unpredictable and can meet the requirements of most applications especially critical ones. Then we implemented it on FPGA and the simulation results indicate that the proposed PRNG has better performance in generating random numbers with high randomness.
FPGA中可配置非周期伪随机数发生器的设计与实现
伪随机数生成器(prng)在加密和硬件测试等领域发挥着重要作用。一种常见的prng结构是线性反馈移位寄存器(LFSR),它从一个特定的种子生成一个n位序列。然而,在给定一个固定的种子和一些生成数序列的情况下,可以预测随机数序列。针对现有基于lssr的PRNG存在的不足,本文设计了一种可配置的非周期lssr PRNG,利用了数字电路中广泛存在的亚稳态不可预测性。在这种情况下,随机数序列几乎是不可预测的,可以满足大多数应用程序特别是关键应用程序的需求。在FPGA上实现了该算法,仿真结果表明该算法在生成高随机性随机数方面具有较好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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