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Truly Random Number Generator Based on a Ring Oscillator Utilizing Last Passage Time

机译:基于使用最后通过时间的环形振荡器的真正随机数发生器

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This brief covers the design and fabrication of a ring oscillator-based truly random number generator (TRNG), which was fabricated in 0.13-μm CMOS technology. The randomness originates from the phase noise in a ring oscillator. Timing jitter resulting from crossing the threshold multiple times, i.e., last passage time (LPT), is exploited. Previously, the jitter model was developed and applied to the core delay cell of the slow VCO, part of the ring oscillator, where a slow slew rate phase was introduced to greatly increase phase noise. In this brief, the successful design of the entire TRNG was performed. This includes designing the circuit to avoid introducing correlation in the TRNG. Toward this end, novel timing circuitry is designed to properly control both the beginning and termination of this slow slew rate phase by tapping into the previous stage's output. 1/f noise also has to be minimized. Furthermore, the entire TRNG is now designed/implemented and fabricated, and experimental results are shown. The fabricated ring oscillator was shown to possess a timing jitter of 1.5 ns. Simulation under PVT variations of the entire cell shows that jitter variations are within 30%, showing that the designed control circuit was able to perform under such PVT variations. Entropy simulation with power supply variations applied to the TRNG was also run to assess its effectiveness as the biasing condition is changing. The randomness of the entire TRNG was assessed by applying the National Institute of Standards and Technology (NIST) tests. On those tests recommended by NIST to have longer bit streams, additional test measurements were performed on bit streams with increased length. Entropy tests for 20 k, 200 k, and 400 k measured bits were performed, resulting in entropy values all close to 1.
机译:本文简要介绍了基于环形振荡器的真正随机数发生器(TRNG)的设计和制造,该器件采用0.13μmCMOS技术制造。随机性源自环形振荡器中的相位噪声。利用了由于多次超过阈值即最后通过时间(LPT)而导致的定时抖动。以前,已经开发了抖动模型并将其应用于慢速VCO(环形振荡器的一部分)的核心延迟单元,其中引入了慢摆率相位以大大增加相位噪声。在此简要介绍中,成功完成了整个TRNG的设计。这包括设计电路以避免在TRNG中引入相关性。为此,新颖的定时电路旨在通过接入上一级的输出来适当控制此慢摆率阶段的开始和终止。 1 / f噪声也必须最小化。此外,现在已经设计/实现和制造了整个TRNG,并显示了实验结果。所示的环形振荡器具有1.5 ns的定时抖动。在整个单元的PVT​​变化下进行的仿真表明,抖动变化在30%以内,表明设计的控制电路能够在此类PVT变化下执行。在偏置条件变化的情况下,也进行了将电源变化应用于TRNG的熵仿真,以评估其有效性。整个TRNG的随机性通过应用美国国家标准技术研究院(NIST)的测试进行评估。在NIST建议的具有更长比特流的测试中,对长度增加的比特流进行了额外的测试测量。进行了20 k,200 k和400 k测量位的熵测试,结果熵值都接近1。

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