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Design, analysis and application of Non-Hamiltonian conservative chaotic system based on memristor 基于忆阻器的非哈密顿保守混沌系统的设计、分析与应用
IF 2.2 3区 工程技术 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-11-19 DOI: 10.1016/j.vlsi.2024.102307
Jie Zhang, Nana Cheng, Jiangang Zuo, Pengyuan Wang, Xiaodong Wei
A new four-dimensional memristor conservative chaotic system (MCCS) is constructed by introducing a sine magnetic memristor into the Sprott-A system in this paper. Through the analysis of the dynamic behavior of the MCCS, it is found that the system is a non-Hamiltonian chaotic system, exhibiting continuous chaotic intervals and high complexity. At the same time, a series of special phenomena have been observed in MCCS, such as multiple stability, parameter-controllable multi-scrolls, bursty oscillations, and distinctive spike oscillations. Additionally, the correctness of the mathematical model of the MCCS is confirmed through analog and FPGA digital circuit. Finally, a synchronous encryption system with strong attack resistance is designed by combining MCCS with RNA algorithm.
本文通过在 Sprott-A 系统中引入正弦磁性忆阻器,构建了一个新的四维忆阻器保守混沌系统(MCCS)。通过分析 MCCS 的动态行为,发现该系统是一个非哈密顿混沌系统,表现出连续的混沌区间和较高的复杂性。同时,在 MCCS 中观察到了一系列特殊现象,如多重稳定性、参数可控的多卷、突发振荡和独特的尖峰振荡等。此外,还通过模拟和 FPGA 数字电路证实了 MCCS 数学模型的正确性。最后,通过将 MCCS 与 RNA 算法相结合,设计了一种具有较强抗击打能力的同步加密系统。
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引用次数: 0
Fixed-time cross-combination synchronization of complex chaotic systems with unknown parameters and perturbations 具有未知参数和扰动的复杂混沌系统的固定时间交叉组合同步化
IF 2.2 3区 工程技术 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-11-16 DOI: 10.1016/j.vlsi.2024.102306
Yupei Yang , Cong Wang , Hongli Zhang , Ping Ma , Yue Meng , Shaohua Zhang
In the field of secure communication, chaotic synchronization plays a vital role, while fixed-time synchronization has realistic application prospects and needs. For the synchronization problem of complex chaotic systems containing unknown parameters and perturbations in the complex domain, a fixed-time cross-combination synchronization method based on a novel adaptive sliding mode control is proposed. The scheme takes three complex chaotic driving systems and one complex chaotic response system containing unknown parameters and perturbations as the research objects, and firstly, the synchronization controller and parameter updating law are designed based on the adaptive rate and fixed-time stability theory to realize the synchronization of the system and the identification of the unknown parameters, and the feasibility of the scheme is verified by the detailed Lyapunov stability theory analysis. Subsequently, four classical complex chaotic systems with universality are selected for model analysis and synchronization scheme design, and numerical simulations are carried out. The feasibility and superiority of the scheme are verified by comparison experiments with the conventional finite-time synchronization scheme and robustness experiments. In this study, adaptive sliding mode control is combined with fixed-time combinatorial synchronization of complex-domain chaotic systems, and a cross-combination strategy is introduced to enhance the safety and anti-interference ability of the system. This not only theoretically expands the application of control theory to the combinatorial synchronization problem of complex systems, but also significantly enhances the stability and reliability of the system under uncertainty and disturbance environments.
在安全通信领域,混沌同步起着至关重要的作用,而固定时间同步具有现实的应用前景和需求。针对复域中含有未知参数和扰动的复杂混沌系统的同步问题,提出了一种基于新型自适应滑模控制的定时交叉组合同步方法。该方案以三个含有未知参数和扰动的复杂混沌驱动系统和一个复杂混沌响应系统为研究对象,首先基于自适应速率和定时稳定性理论设计了同步控制器和参数更新规律,实现了系统的同步和未知参数的识别,并通过详细的李雅普诺夫稳定性理论分析验证了方案的可行性。随后,选取了四个具有普遍性的经典复杂混沌系统进行模型分析和同步方案设计,并进行了数值模拟。通过与传统有限时间同步方案的对比实验和鲁棒性实验,验证了方案的可行性和优越性。本研究将自适应滑模控制与复域混沌系统的定时组合同步相结合,并引入交叉组合策略,增强了系统的安全性和抗干扰能力。这不仅从理论上拓展了控制理论在复杂系统组合同步问题上的应用,而且显著提高了系统在不确定性和干扰环境下的稳定性和可靠性。
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引用次数: 0
PE-based high throughput and low power polar encoder for 5G-NR PBCH channel 用于 5G-NR PBCH 信道的基于 PE 的高吞吐量低功耗极化编码器
IF 2.2 3区 工程技术 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-11-14 DOI: 10.1016/j.vlsi.2024.102303
Zhiyi Zeng , Haiyu Xiao , Shida Zhong , Peichang Zhang , Tao Yuan , Yu-hang Xiao
In this paper, we propose a PE-based parallelism configurable polar encoder hardware architecture for emerging high-speed 5G communication system. This encoder architecture is applied to the 5G-NR PBCH channel polar encoder, implemented with functional modules such as CRC generation and interleaving, channel encoding, and rate matching as specified in the 3GPP protocol. Next, based on the united power format (UPF) low-power management technology, the PBCH polar encoder architecture is divided into different power domains based on their operating characteristics to reduce the power consumption. Experimental results show that the proposed polar encoder achieves throughput up to 30 Gbps. Based on TSMC 40 nm CMOS technology, by applying the proposed low-power methodology, the power consumption of the PBCH polar encoder at parallelisms of 8, 16, and 32 are 1.236 mW, 1.170 mW, and 1.084 mW, achieving power reductions of 24%, 29%, and 35% when comparing to non-low-power design, respectively.
本文针对新兴的高速 5G 通信系统,提出了一种基于 PE 的并行性可配置极性编码器硬件架构。该编码器架构被应用于 5G-NR PBCH 信道极性编码器,实现了 3GPP 协议中规定的 CRC 生成和交织、信道编码和速率匹配等功能模块。接下来,基于联合功率格式(UPF)低功耗管理技术,PBCH 极地编码器架构根据其工作特性被划分为不同的功率域,以降低功耗。实验结果表明,所提出的极性编码器可实现高达 30 Gbps 的吞吐量。基于台积电 40 纳米 CMOS 技术,通过应用所提出的低功耗方法,PBCH 极性编码器在 8、16 和 32 并行度时的功耗分别为 1.236 mW、1.170 mW 和 1.084 mW,与非低功耗设计相比,功耗分别降低了 24%、29% 和 35%。
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引用次数: 0
Lightweight high-throughput true random number generator based on state switchable ring oscillator 基于状态可切换环形振荡器的轻量级高吞吐量真随机数发生器
IF 2.2 3区 工程技术 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-11-09 DOI: 10.1016/j.vlsi.2024.102305
Shehui Wu, Huaguo Liang, Siyu Wang, Hao Lv, Maoxiang Yi, Yingchun Lu
True random number generators (TRNGs) perform an extremely critical role in cryptographic algorithms and security protocols, scientific simulation, industrial testing, privacy protection, and numerous other domains. Nevertheless, modern TRNGs have difficulty striking a reasonable balance between high throughput and low hardware consumption. In this paper, a novel lightweight high-throughput TRNG based on state switchable ring oscillators (SSROs) is proposed. Under the effect of flip-flops that are prone to entering the metastable region, the SSROs randomly switch between oscillatory and buffer states to create jitter and metastability. A feedback strategy is adopted to effectively eliminate the fixed point in the circuit, which further enhances the randomness of the structure. The proposed TRNG is implemented on Xilinx Artix-7 and Kintex-7 FPGAs, with support for automatic routing. It achieves a throughput of up to 400 Mbps while consuming only 16 LUTs and 13 DFFs, showing extremely high resource utilization efficiency. Experimental results show that the output random sequence passes the NIST SP800-22 test, the NIST SP800-90B test, and the AIS-31 test without any post-processing, exhibiting strong robustness against voltage and temperature variations as well as frequency injection attacks.
真随机数发生器(TRNG)在加密算法和安全协议、科学模拟、工业测试、隐私保护等众多领域发挥着极其重要的作用。然而,现代 TRNG 难以在高吞吐量和低硬件消耗之间取得合理平衡。本文提出了一种基于状态可切换环形振荡器(SSRO)的新型轻量级高吞吐量 TRNG。在容易进入可变区的触发器的作用下,SSRO 在振荡态和缓冲态之间随机切换,从而产生抖动和可变性。采用反馈策略可有效消除电路中的固定点,从而进一步增强结构的随机性。所提出的 TRNG 在 Xilinx Artix-7 和 Kintex-7 FPGA 上实现,并支持自动路由。它实现了高达 400 Mbps 的吞吐量,同时仅消耗 16 个 LUT 和 13 个 DFF,显示出极高的资源利用效率。实验结果表明,输出随机序列无需任何后处理即可通过 NIST SP800-22 测试、NIST SP800-90B 测试和 AIS-31 测试,对电压和温度变化以及频率注入攻击具有很强的鲁棒性。
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引用次数: 0
A low noise instrument amplifier in 40 nm CMOS with positive feedback loop and DC servo loop for neural signal acquisition 40 nm CMOS 低噪声仪器放大器,带用于神经信号采集的正反馈回路和直流伺服回路
IF 2.2 3区 工程技术 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-11-06 DOI: 10.1016/j.vlsi.2024.102304
Shuoshuo Zhu, Bin Wang, Xiaokun Lin, Lu Liu, Xiao Qu, Weitao Yang
This paper presents a low-noise instrument amplifier (LNA) for neural signal acquisition. The proposed LNA consists of two operational transconductance amplifiers (OTA), feedback loops, a positive feedback loop (PFL), a DC servo loop (DSL) and the internal chopper switch located between the capacitive feedback loop and op-amp. The LNA employs the capacitively coupled amplifier with the internal chopper to obtain the rail to rail electrode dc offset (EDO) rejection ability and eliminate the flicker noise of OTA. The PFL is designed to improve the input impedance of the circuit, and the DSL is introduced to suppress the residual offset introduced by the chopper switch. Realized in a 40 nm CMOS technology with 0.69 × 0.1 mm2, the LNA draws 7.4 μA from a supply voltage of 2.5Vand exhibits 1.69 μVrms input-referred noise (IRN) over 1–200 Hz for low frequency and low amplitude neural signals. Besides, the simulation results show that the LNA achieves 87.12 dB common-mode rejection ratio (CMRR), 87.64 dB power-supply rejection ratio (PSRR) and 2.75 GΩ input impedance at 50 Hz.
本文介绍了一种用于神经信号采集的低噪声仪器放大器(LNA)。拟议的 LNA 由两个运算跨导放大器 (OTA)、反馈环路、正反馈环路 (PFL)、直流伺服环路 (DSL) 以及位于电容反馈环路和运算放大器之间的内部斩波开关组成。LNA 采用带内部斩波器的电容耦合放大器,以获得轨至轨电极直流偏移 (EDO) 抑制能力,并消除 OTA 的闪烁噪声。PFL 的设计旨在改善电路的输入阻抗,而 DSL 的引入则是为了抑制斩波器开关引入的残余偏移。该 LNA 采用 0.69 × 0.1 mm2 的 40 nm CMOS 技术实现,电源电压为 2.5 V,电流为 7.4 μA,在 1-200 Hz 频率范围内,对于低频、低振幅神经信号的输入参考噪声(IRN)为 1.69 μVrms。此外,仿真结果表明,该 LNA 在 50 Hz 时实现了 87.12 dB 的共模抑制比 (CMRR)、87.64 dB 的电源抑制比 (PSRR) 和 2.75 GΩ 的输入阻抗。
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引用次数: 0
An enhanced key expansion module based on 2D hyper chaotic map and Galois field 基于二维超混沌图和加洛瓦场的增强型密钥扩展模块
IF 2.2 3区 工程技术 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-11-05 DOI: 10.1016/j.vlsi.2024.102302
Yafei Cao, Hongjun Liu
Key expansion is an essential component in block cryptography, which serves the round function. By analyzing key expansion module of AES, it is found that the round-keys are highly correlated, and current round-key can be derived from its previous or the next round-key. To address these weaknesses, first, a 2D exponential chaotic map (2D-ECM) that exhibits ergodicity and superior randomness was constructed. Then, the Lyapunov exponents (LEs) were calculated based on the singular value decomposition (SVD) method. In addition, TestU01 test results showed that the sequences generated by 2D-ECM have better randomness. Further, an enhanced key expansion module was designed utilizing 2D-ECM and primitive polynomial over GF(2n), which has irreversibility and parallelism, and the round-keys are independent of each other. Simulation results and performance analysis demonstrated the effectiveness of the proposed enhanced key expansion module.
密钥扩展是块密码学的重要组成部分,它具有轮询功能。通过分析 AES 的密钥扩展模块,可以发现轮密钥具有高度相关性,当前轮密钥可以从其上一轮或下一轮密钥中推导出来。针对这些弱点,首先构建了一种具有遍历性和超强随机性的二维指数混沌图(2D-ECM)。然后,根据奇异值分解(SVD)方法计算了李亚普诺夫指数(LE)。此外,TestU01 测试结果表明,2D-ECM 生成的序列具有更好的随机性。此外,利用 2D-ECM 和 GF(2n)上的基元多项式设计了一个增强型密钥扩展模块,该模块具有不可逆性和并行性,且圆密钥相互独立。仿真结果和性能分析表明了所提出的增强型密钥扩展模块的有效性。
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引用次数: 0
Simple memristive chaotic systems with complex dynamics 具有复杂动力学的简单记忆混沌系统
IF 2.2 3区 工程技术 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-11-05 DOI: 10.1016/j.vlsi.2024.102301
You Lü , Qiang Lai , Jianning Huang
The exploration of memristive chaotic systems (MCSs) has been a prominent area of research due to the inherent richness of their dynamical characteristics. The objective of this paper is to propose two chaotic systems, derived from a common basic system, which also exhibit distinct characteristics such as coexisting attractors and robustness of chaos while maintaining the common attributes of multi-parameter amplitude modulation and large-scale offset boosting. The evolution process of MCSs' dynamical behavior with changes to parameters and initial values is described in detail through the analysis of bifurcation diagrams, Lyapunov exponents (LEs), and phase projections. Furthermore, the findings of the numerical simulations are validated by circuit implementations, thereby providing additional confirmation of the existence of the two memristive chaotic systems constructed and their potential for practical applications.
由于记忆混沌系统(MCS)固有的丰富动态特性,对其进行探索一直是一个突出的研究领域。本文旨在提出两个混沌系统,它们源自一个共同的基本系统,在保持多参数振幅调制和大规模偏移增强等共同属性的同时,还表现出共存吸引子和混沌鲁棒性等显著特点。通过分析分岔图、李亚普诺夫指数(LE)和相位投影,详细描述了 MCS 随参数和初始值变化的动力学行为演变过程。此外,数值模拟的结果通过电路实现得到了验证,从而进一步证实了所构建的两个记忆混沌系统的存在及其实际应用的潜力。
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引用次数: 0
Model and system robustness in distributed CNN inference at the edge 边缘分布式 CNN 推断中的模型和系统鲁棒性
IF 2.2 3区 工程技术 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-10-20 DOI: 10.1016/j.vlsi.2024.102299
Xiaotian Guo , Quan Jiang , Andy D. Pimentel , Todor Stefanov
Prevalent large CNN models pose a significant challenge in terms of computing resources for resource-constrained devices at the Edge. Distributing the computations and coefficients over multiple edge devices collaboratively has been well studied but these works generally do not consider the presence of device failures (e.g., due to temporary connectivity issues, overload, discharged battery of edge devices). Such unpredictable failures can compromise the reliability of edge devices, inhibiting the proper execution of distributed CNN inference. In this paper, we present a novel partitioning method, called RobustDiCE, for robust distribution and inference of CNN models over multiple edge devices. Our method can tolerate intermittent and permanent device failures in a distributed system at the Edge, offering a tunable trade-off between robustness (i.e., retaining model accuracy after failures) and resource utilization. We verify the system’s robustness by validating the overall end-to-end latency under failures. We evaluate RobustDiCE using the ImageNet-1K dataset on several representative CNN models under various device failure scenarios and compare it with several state-of-the-art partitioning methods as well as an optimal robustness approach (i.e., full neuron replication). In addition, we demonstrate RobustDiCE’s advantages in terms of memory usage and energy consumption per device, and system throughput for various system setups with different device counts.
对于资源有限的边缘设备来说,普遍的大型 CNN 模型对计算资源构成了巨大挑战。在多个边缘设备上协同分配计算和系数的问题已经得到了很好的研究,但这些工作通常没有考虑设备故障的存在(例如,由于临时连接问题、过载、边缘设备电池放电)。这种不可预知的故障会损害边缘设备的可靠性,阻碍分布式 CNN 推断的正常执行。在本文中,我们提出了一种名为 RobustDiCE 的新型分区方法,用于在多个边缘设备上对 CNN 模型进行稳健的分布和推理。我们的方法可以容忍边缘分布式系统中的间歇性和永久性设备故障,在鲁棒性(即故障后保持模型准确性)和资源利用率之间提供可调整的权衡。我们通过验证故障情况下的整体端到端延迟来验证系统的鲁棒性。我们使用 ImageNet-1K 数据集评估了 RobustDiCE 在各种设备故障情况下对几个具有代表性的 CNN 模型的处理效果,并将其与几种最先进的分区方法以及一种最佳鲁棒性方法(即全神经元复制)进行了比较。此外,我们还展示了 RobustDiCE 在每个设备的内存使用和能耗方面的优势,以及在不同设备数量的各种系统设置下的系统吞吐量。
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引用次数: 0
VLFF — A very low-power flip-flop with only two clock transistors VLFF - 仅有两个时钟晶体管的超低功耗触发器
IF 2.2 3区 工程技术 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-10-19 DOI: 10.1016/j.vlsi.2024.102300
Yugal Kishore Maheshwari, Manoj Sachdev
Flip-flops (FFs) are an essential component of digital circuits, yet they use a lot of power and energy. This paper introduces the VLFF, an extremely low-power flip-flop that operates with just two single-phase clock transistors. The extracted simulation results show that VLFF is the most power-efficient FF amongst all examined FFs for the data activity (DA) range of 0% to 45%. Test-chip measurement results for the test-chip designed in TSMC CMOS 65 nm gp PDK demonstrate that at VDD = 1 V, power consumption is reduced by 63% and 16% with 12.5% DA, and 52% and 6% with 25% DA in comparison to TGFF and 18TSPC, respectively.
触发器(FF)是数字电路的重要组成部分,但其功耗和能耗却很高。本文介绍了 VLFF,一种仅使用两个单相时钟晶体管运行的超低功耗触发器。提取的仿真结果表明,在 0% 至 45% 的数据活动(DA)范围内,VLFF 是所有受检 FF 中最省电的 FF。采用 TSMC CMOS 65 nm gp PDK 设计的测试芯片测量结果表明,在 VDD = 1 V 时,与 TGFF 和 18TSPC 相比,12.5% DA 的功耗分别降低了 63% 和 16%,25% DA 的功耗分别降低了 52% 和 6%。
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引用次数: 0
Efficient and cost-effective maximum power point tracking technique for solar photovoltaic systems with Li-ion battery charging 针对锂离子电池充电太阳能光伏系统的高效、经济的最大功率点跟踪技术
IF 2.2 3区 工程技术 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-10-13 DOI: 10.1016/j.vlsi.2024.102298
Salam J. Yaqoob , Salah Kamel , Francisco Jurado , Saad Motahhir , Abdelilah Chalh , Husam Arnoos
This paper presents an effective approach to achieve maximum power point tracking (MPPT) in photovoltaic (PV) systems for battery charging using a single-sensor incremental conductance (InC) method. The objective is to optimize the MPPT process while minimizing the number of sensors required. The suggested technique leverages the relationship between the PV module's output voltage and the duty cycle to automatically adjust and reach the MPP, resulting in optimal power generation. By eliminating the PV current sensor from the control circuit, the developed method reduces both the cost and size of the MPPT circuit. Compared to the conventional InC method, the developed approach demonstrates improved response speed and accuracy in steady-state operation, along with the ability to damp oscillations near the MPP. Extensive simulations using MATLAB/Simulink validate the performance of the developed technique across various environmental conditions. The results highlight the recommended method's realistic and effective MPP tracking capabilities, achieving higher efficiency (99.12 %) compared to the classical method (97.8 %) under high irradiance levels.
本文提出了一种有效的方法,利用单传感器增量电导(InC)方法实现光伏(PV)系统中的最大功率点跟踪(MPPT),为电池充电。目标是优化 MPPT 过程,同时尽量减少所需的传感器数量。所建议的技术利用光伏模块输出电压与占空比之间的关系,自动调整并达到 MPP,从而实现最佳发电效果。通过消除控制电路中的光伏电流传感器,所开发的方法降低了 MPPT 电路的成本和体积。与传统的 InC 方法相比,所开发的方法提高了稳态运行的响应速度和精度,并能抑制 MPP 附近的振荡。使用 MATLAB/Simulink 进行的大量仿真验证了所开发技术在各种环境条件下的性能。结果凸显了所推荐方法真实有效的 MPP 跟踪能力,在高辐照度条件下,与传统方法(97.8%)相比,效率更高(99.12%)。
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引用次数: 0
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Integration-The Vlsi Journal
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