A High-Speed and Low-Power DSP-Based TRNG for FPGA Implementations

IF 4 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Fabio Frustaci;Fanny Spagnolo;Pasquale Corsonello;Stefania Perri
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引用次数: 0

Abstract

This brief presents an effective way to design high-throughput and low-power True Random Number Generators (TRNGs) for Field Programmable Gate Array (FPGA)-based digital systems. The proposed design makes an unconventional usage of the Digital Signal Processing (DSP) slice embedded within the AMD-Xilinx FPGA devices to implement high jitter ring oscillators as entropy sources for efficient TRNG designs. Thanks to its wide bit-width output, several configurations can be enabled to group multiple oscillators within a single DSP slice. As a result, a TRNG designed through the proposed scheme outputs up to 4 random bits per clock cycle, thus leading to a considerably high-throughput, while exploiting an ultra-compact architecture. When implemented on the AMD-Xilinx Zynq XC7Z020 System on Chip (SoC), the new architecture achieves a throughput of $800\times 10{^{{6}}}$ bit/sec and an energy consumption of only 22 pJ/bit. When compared to state-of-the-art competitors it achieves a throughput rate up to $2.6\times $ higher and an energy consumption up to $8\times $ lower. The new TRNG has been validated by means of the NIST SP 800-22, the NIST 800 90B and the AIS statistical tests.
用于 FPGA 实现的基于 DSP 的高速低功耗 TRNG
本简介介绍了一种为基于现场可编程门阵列(FPGA)的数字系统设计高吞吐量、低功耗真正随机数发生器(TRNG)的有效方法。所提出的设计非常规地利用了 AMD-Xilinx FPGA 器件中嵌入的数字信号处理 (DSP) 片,将高抖动环形振荡器作为高效 TRNG 设计的熵源。得益于其宽位宽输出,可在单个 DSP 片内启用多种配置来组合多个振荡器。因此,通过所提方案设计的 TRNG 每个时钟周期最多可输出 4 个随机比特,从而在利用超紧凑架构的同时实现了相当高的吞吐量。在 AMD-Xilinx Zynq XC7Z020 片上系统(SoC)上实现时,新架构的吞吐量达到了 $800/times 10{^{{6}}$ 比特/秒,能耗仅为 22 pJ/比特。与最先进的竞争对手相比,它的吞吐率最高可提高 2.6 times $,能耗最高可降低 8 times $。新型 TRNG 已通过 NIST SP 800-22、NIST 800 90B 和 AIS 统计测试验证。
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来源期刊
IEEE Transactions on Circuits and Systems II: Express Briefs
IEEE Transactions on Circuits and Systems II: Express Briefs 工程技术-工程:电子与电气
CiteScore
7.90
自引率
20.50%
发文量
883
审稿时长
3.0 months
期刊介绍: TCAS II publishes brief papers in the field specified by the theory, analysis, design, and practical implementations of circuits, and the application of circuit techniques to systems and to signal processing. Included is the whole spectrum from basic scientific theory to industrial applications. The field of interest covered includes: Circuits: Analog, Digital and Mixed Signal Circuits and Systems Nonlinear Circuits and Systems, Integrated Sensors, MEMS and Systems on Chip, Nanoscale Circuits and Systems, Optoelectronic Circuits and Systems, Power Electronics and Systems Software for Analog-and-Logic Circuits and Systems Control aspects of Circuits and Systems.
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