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High-Bandwidth and Energy-Efficient Memory Interfaces for the Data-Centric Era: Recent Advances, Design Challenges, and Future Prospects 数据中心时代的高带宽和高能效存储器接口:最新进展、设计挑战和未来展望
Pub Date : 2024-09-11 DOI: 10.1109/OJSSCS.2024.3458900
Joo-Hyung Chae
Currently, we are living in a data-centric era as the need for large amounts of data has dramatically increased due to the widespread adoption of artificial intelligence (AI) in a variety of technology domains. In the current computing architecture, the memory input and output (I/O) bandwidth is becoming a bottleneck for improving computing performance; therefore, high-bandwidth memory interfaces are essential. In addition, the high power consumption of data centers to edge AI devices will lead to power shortages and climate crises in the near future; therefore, energy-efficient techniques for memory interfaces are also important. This article presents contemporary approaches to improve I/O bandwidth, such as increasing the I/O pin count and data rate/pin, and to save energy in memory interfaces. However, there are still some design challenges that require further improvements. Therefore, various design challenges and problems to be solved are discussed, and future perspectives, including chiplet and die-to-die interfaces, are presented. Based on various research and development efforts to overcome the current limitations, the technological paradigm shift and related industries are expected to advance to the next level.
目前,我们生活在一个以数据为中心的时代,由于人工智能(AI)在各种技术领域的广泛采用,对大量数据的需求急剧增加。在当前的计算架构中,内存输入输出(I/O)带宽正成为提高计算性能的瓶颈;因此,高带宽的内存接口是必不可少的。此外,数据中心对边缘人工智能设备的高功耗将在不久的将来导致电力短缺和气候危机;因此,内存接口的节能技术也很重要。本文介绍了改进I/O带宽的最新方法,例如增加I/O引脚数和数据速率/引脚,以及节省内存接口中的能量。然而,仍然存在一些需要进一步改进的设计挑战。因此,讨论了各种设计挑战和需要解决的问题,并提出了未来的展望,包括芯片和模对模接口。以克服现有局限性的各种研究开发(r&d)为基础,技术范式转换和相关产业有望进入新的阶段。
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引用次数: 0
8-Shaped Inductors: An Essential Addition to RFIC Designers’ Toolbox 8 型电感器:射频集成电路设计人员工具箱中的重要补充
Pub Date : 2024-09-06 DOI: 10.1109/OJSSCS.2024.3455269
Pingda Guan;Haikun Jia;Wei Deng;Teerachot Siriburanon;Robert Bogdan Staszewski;Zhihua Wang;Baoyong Chi
The rapidly advancing field of millimeter-wave (mm-wave) radio-frequency integrated circuit (RFIC) design has ushered in an era of remarkable innovation, particularly in the realm of on-chip passive devices. Among them, 8-shaped inductors have emerged as a novel and promising variant, attracting significant research interest thanks to their unique geometry and electromagnetic (EM) properties. The distinctive feature of 8-shaped inductors lies in their antiparallel magnetic fields due to the opposing current flows within the two turns, enabling manifold applications. In this article, we comprehensively explore the 8-shaped inductors with a focus on their diverse utilizations, including EM interference (EMI) reduction, compactness of RF layout, provision for a magnetic feedforward/feedback arrangement, and oscillation mode manipulation, thereby demonstrating that the 8-shaped inductor can be an essential addition to RFIC designers’ toolbox.
毫米波(mm-wave)射频集成电路(RFIC)设计领域发展迅速,迎来了一个显著创新的时代,尤其是在片上无源器件领域。其中,"8 "字形电感器凭借其独特的几何形状和电磁(EM)特性,成为一种新颖且前景广阔的变体,吸引了大量研究人员的关注。8 型电感器的显著特点在于其反平行磁场,这是由于两个匝内的电流流向相反,从而实现了多方面的应用。在本文中,我们将全面探讨 8 形电感器的各种用途,包括减少电磁干扰(EMI)、实现射频布局紧凑、提供磁前馈/反馈安排以及振荡模式操作,从而证明 8 形电感器是射频集成电路设计人员工具箱中必不可少的补充。
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引用次数: 0
Ultra-Wideband 4-Bit Distributed Phase Shifters Using Lattice Network at K/Ka- and E/W-Band 在 K/Ka 和 E/W 波段使用晶格网络的超宽带 4 位分布式移相器
Pub Date : 2024-09-02 DOI: 10.1109/OJSSCS.2024.3453777
Sungwon Kwon;Minjae Jung;Byung-Wook Min
In this article, we introduce an ultra-wideband 4-bit distributed phase shifter using a lattice network. To achieve wider bandwidth, the proposed phase shifter employed an all-pass lattice network instead of the traditional low-pass ladder network. Seven cascaded 22.5° lattice phase shifters and one switched line 180° phase shifter were used to achieve 360° phase shift range. Based on our theoretical analysis, we designed the lattice network as a constant-phase shifter rather than a delay line. Implementations in the K/Ka- and E/W-bands validate the suitability of the lattice network for constant-phase shifting. Fabricated using 28-nm bulk CMOS technology, the K/Ka-band phase shifter had a size of 0.45 mm2 excluding pads. Within the frequency range of 20.5–35.5 GHz, the root-mean-square (RMS) phase error ranged from 1.6 to 5°, the RMS gain error ranged from 0.3 to 0.6 dB, and the return loss remained above 10 dB. At 28 GHz, the insertion loss was $11.6pm 0$ .8 dB without dc power consumption. Fabricated using 28-nm FD-SOI technology, the E/W-band phase shifter had a size of 0.3 mm2 excluding pads. Within the frequency range of 63.5–100.5 GHz, the RMS phase error ranged from 2.4 to 4.6°, the RMS gain error ranged from 0.44 to 1 dB, and the return loss remained above 10 dB. At 82 GHz, the insertion loss was $11.9pm 1$ .1 dB without dc power consumption. The proposed phase shifter demonstrated exceptional performance for multistandard operation, achieving low RMS phase and gain errors across a wide fractional bandwidth of 53.6% and 45.1%, respectively.
本文介绍了一种使用晶格网络的超宽带 4 位分布式移相器。为了获得更宽的带宽,所提出的移相器采用了全通晶格网络,而不是传统的低通阶梯网络。七个级联 22.5° 晶格移相器和一个开关线 180° 移相器实现了 360° 的移相范围。根据理论分析,我们将晶格网络设计为恒相移相器,而不是延迟线。在 K/Ka 和 E/W 波段的实现验证了晶格网络适用于恒相移位。K/Ka 波段移相器采用 28 纳米批量 CMOS 技术制造,尺寸为 0.45 平方毫米(不包括焊盘)。在 20.5-35.5 GHz 频率范围内,均方根(RMS)相位误差在 1.6 至 5° 之间,均方根增益误差在 0.3 至 0.6 dB 之间,回波损耗保持在 10 dB 以上。在 28 GHz 时,插入损耗为 11.6/pm 0$ .8 dB,无直流功耗。E/W 波段移相器采用 28 纳米 FD-SOI 技术制造,尺寸为 0.3 平方毫米(不包括焊盘)。在 63.5-100.5 GHz 的频率范围内,有效值相位误差为 2.4 至 4.6°,有效值增益误差为 0.44 至 1 dB,回波损耗保持在 10 dB 以上。在 82 GHz 频率下,插入损耗为 11.9/pm 1$ .1 dB,无直流功耗。所提出的移相器在多标准操作中表现出了卓越的性能,在宽分数带宽上实现了较低的 RMS 相位和增益误差,分别为 53.6% 和 45.1%。
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引用次数: 0
Enhancing RF Fingerprint Generation in Power Amplifiers: Unequally Spaced Multitone Design Approaches and Considerations 增强功率放大器中的射频指纹生成:不等间隔多音设计方法和注意事项
Pub Date : 2024-08-30 DOI: 10.1109/OJSSCS.2024.3451401
Chengyu Fan;Junting Deng;Ethan Chen;Vanessa Chen
The rapid growth of Internet of Things (IoT) devices and communication standards has led to an increasing demand for data security, particularly with limited hardware resources. In addition to conventional software-level data encryption, physical-layer security techniques, such as device-specific radio frequency fingerprints (RFFs), are emerging as promising solutions. This article first summarizes prior arts on timestamped RFFs generation and reconfigurable power amplifier (PA) designs. Following that, an innovative 2-stage PA incorporating a reconfigurable class A stage with a Doherty amplifier, designed in 65-nm CMOS to generate 4096 timestamped RFFs without introducing in-band power variation, is presented. Multiple 3-bit resistive digital-to-analog converters (RDACs) are applied to control body biasing units within the two-stage PA, facilitating the generation of massive and distinguishable RFFs. Subsequently, time-varying unequally spaced multitone (USMT) techniques are proposed to further elevate the count of available timestamped RFFs from 4096 to 16 384. The validation results of RFFs utilizing 64-QAM WiFi-6E advertising packets, employing time-varying USMT transmitted within the 5.39–5.41-GHz band, confirm the successful generation of 16 384 distinct RFF patterns. Moreover, the measurement results demonstrate that more than 11 504 RFFs among the generated patterns can be classified with an accuracy exceeding 99%.
随着物联网(IoT)设备和通信标准的快速发展,对数据安全性的要求也越来越高,尤其是在硬件资源有限的情况下。除了传统的软件级数据加密外,物理层安全技术,如特定设备的射频指纹(RFF),正在成为有前途的解决方案。本文首先总结了先前关于时间戳 RFF 生成和可重构功率放大器 (PA) 设计的技术。随后,介绍了一种创新的两级功率放大器,该放大器采用 65-nm CMOS 工艺设计,包含一个可重构的 A 级和一个 Doherty 放大器,可生成 4096 个时间戳 RFF,且不会引入带内功率变化。多个 3 位电阻式数模转换器 (RDAC) 用于控制两级功率放大器内的体偏压单元,有助于生成大量可区分的 RFF。随后,提出了时变不等间隔多音(USMT)技术,将可用的时间戳 RFF 数量从 4096 个进一步提高到 16 384 个。利用 64-QAM WiFi-6E 广告数据包的 RFF 验证结果表明,在 5.39-5.41-GHz 频段内采用时变 USMT 发送的 RFF 成功生成了 16 384 种不同的 RFF 模式。此外,测量结果表明,在生成的模式中,超过 11 504 个 RFF 可被分类,准确率超过 99%。
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引用次数: 0
Insights Into Architectural Spurs in High-Performance Fractional-N Frequency Synthesizers 深入了解高性能分数n频率合成器的架构马刺
Pub Date : 2024-08-26 DOI: 10.1109/OJSSCS.2024.3450410
Michael Peter Kennedy;Xu Lu;Xu Wang
A fractional-N frequency synthesizer inherently exhibits spurs by virtue of the fact that its output frequency is not an integer multiple of its reference frequency. Until recently, it seemed that fractional spurs were understood and under control. However, as higher performance is demanded of frequency synthesizers, new spur production mechanisms and phenomena have been reported. This has led to intense research efforts to understand what is causing these problems and to develop methods to mitigate them. This article reviews what is known, highlights some recent advances in understanding and mitigation techniques, and flags new challenges in digital-intensive architectures. It focuses exclusively on spur mechanisms that are inherent in the architecture (rather than due to coupling or packaging issues) and therefore are amenable to architectural solutions.
由于小数 N 频率合成器的输出频率不是其参考频率的整数倍,因此它本身就会产生脉冲。直到最近,人们似乎还能理解并控制分数脉冲。然而,随着人们对频率合成器的性能要求越来越高,新的脉冲产生机制和现象也不断被报道出来。因此,人们开始了紧张的研究工作,以了解造成这些问题的原因,并开发出缓解这些问题的方法。本文回顾了已知的情况,重点介绍了在理解和缓解技术方面的一些最新进展,并指出了数字密集型架构面临的新挑战。文章只关注架构中固有的(而不是由于耦合或封装问题造成的)、因此适合架构解决方案的刺激机制。
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引用次数: 0
A Readout Scheme for PCM-Based Analog In-Memory Computing With Drift Compensation Through Reference Conductance Tracking 通过参考电导跟踪进行漂移补偿的基于 PCM 的模拟内存计算读出方案
Pub Date : 2024-07-25 DOI: 10.1109/OJSSCS.2024.3432468
Alessio Antolini;Andrea Lico;Francesco Zavalloni;Eleonora Franchi Scarselli;Antonio Gnudi;Mattia Luigi Torres;Roberto Canegallo;Marco Pasotti
This article presents a readout scheme for analog in-memory computing (AIMC) based on an embedded phase-change memory (ePCM). Conductance time drift is overcome with a hardware compensation technique based on a reference cell conductance tracking (RCCT). Accuracy drop due to circuits mismatch and variability involved in the computational chain are minimized with an optimized iterative program-and-verify algorithm applied to the phase-change memory (PCM) devices. The proposed AIMC scheme is designed and manufactured in a 90-nm STMicroelectronics CMOS technology, with the aim of adding a signed multiply-and-accumulate (MAC) computation feature to a Ge-Rich GeSbTe (GST) embedded PCM array. Experimental characterizations are performed under different operating conditions and show that the mean MAC decrease in time is approximately null at room temperature and reduced by a factor of 3 after 64-h bake at $85~{^{circ }}$ C. Based on several MAC operations, the estimated $512times 512$ matrix-vector-multiplication (MVM) accuracy is 97.4%, whose decrease in time is less than 3% in the worst case.
本文介绍了一种基于嵌入式相变存储器(ePCM)的模拟内存计算(AIMC)读出方案。基于参考单元电导跟踪 (RCCT) 的硬件补偿技术克服了电导时间漂移。计算链中涉及的电路不匹配和可变性导致的精度下降,通过应用于相变存储器 (PCM) 设备的优化迭代编程和验证算法得以最小化。所提出的 AIMC 方案采用 90 纳米意法半导体 CMOS 技术设计和制造,目的是为锗富硒钴 (GST) 嵌入式 PCM 阵列增加有符号乘法累加 (MAC) 计算功能。在不同的工作条件下进行了实验鉴定,结果表明,在室温下,MAC 的平均时间减少率近似为零,而在 85~{^{circ }}$ C 温度下烘烤 64 小时后,时间减少率为 3 倍。基于若干 MAC 运算,512/times 512$ 矩阵-向量乘法(MVM)的估计精度为 97.4%,在最坏情况下,时间减少率不到 3%。
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引用次数: 0
High-Speed Wireline Links—Part I: Modeling 高速有线链路--第一部分:建模
Pub Date : 2024-07-24 DOI: 10.1109/OJSSCS.2024.3433324
Hossein Shakiba;Davide Tonietto;Ali Sheikholeslami
In a wireline link, we wish to model a wide variety of architectures and optimize their parameters, such as the feedforward equalizer and decision feedback equalizer tap coefficients, continuous-time linear equalizer frequency response, termination impedances, and possibly maximum-likelihood sequence estimation parameters, for a given channel and within a given set of constraints as dictated by the application requirements so as to minimize the link’s bit error rate. The modulation can be any of the PAM signaling schemes, such as NRZ or 4-PAM. To this end, we first model a general link architecture in Part I, and then optimize the link parameters in Part II.
在有线链路中,我们希望针对给定信道并在应用要求规定的给定约束条件下,对各种架构进行建模并优化其参数,如前馈均衡器和决策反馈均衡器抽头系数、连续时间线性均衡器频率响应、终端阻抗以及可能的最大似然序列估计参数,从而最大限度地降低链路的误码率。调制方式可以是任何一种 PAM 信令方案,如 NRZ 或 4-PAM。为此,我们首先在第一部分对一般链路架构进行建模,然后在第二部分对链路参数进行优化。
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引用次数: 0
High-Speed Wireline Links—Part II: Optimization and Performance Assessment 高速有线链路--第二部分:优化和性能评估
Pub Date : 2024-07-01 DOI: 10.1109/OJSSCS.2024.3421868
Hossein Shakiba;Davide Tonietto;Ali Sheikholeslami
In Part I of this article, we described the modeling of a general wireline link architecture. In this part, we provide a scheme for optimizing the link parameters and assessing its performance. The optimization process involves many parameters with constraints coming from application and implementation requirements. A brute-force approach to optimization can take a prohibitively long time and may not provide sufficient insight into the design iteration. To address this challenge, we divide the optimization process into specifying fixed parameters, calculating select parameters, and sweeping the rest. We then perform a link performance assessment to determine metrics typically used in wireline systems.
在本文的第一部分,我们介绍了一般有线链路结构的建模。在这一部分中,我们提供了优化链路参数和评估其性能的方案。优化过程涉及许多参数,并受到应用和实施要求的限制。粗暴的优化方法可能会耗费过长的时间,而且可能无法为设计迭代提供足够的洞察力。为了应对这一挑战,我们将优化过程分为指定固定参数、计算选定参数和清除其余参数。然后,我们进行链路性能评估,以确定有线系统中通常使用的指标。
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引用次数: 0
A 0.69-mW Subsampling NB-IoT Receiver Employing a Linearized Q-Boosted LNA 采用线性化 Q 升压低噪声放大器的 0.69 毫瓦采样 NB-IoT 接收器
Pub Date : 2024-06-19 DOI: 10.1109/OJSSCS.2024.3416893
Hongyu Lu;Ahmed Gharib Gadelkarim;Jiannan Huang;Patrick P. Mercier
This article presents a receiver for narrowband IoT (NB-IoT) that eliminates the need for an RF local oscillator (LO) via a subsampling architecture. A pseudo-balun Q-boosted LNA provides sharp anti-aliasing filtering with a noise figure (NF) of 5.6 dB. A direct-coupling derivative superposition technique where low- $V_{t}$ and thick-gate transistors with opposite nonlinear characteristics are combined to improve the measured IIP3 by 7 dB to −18 dBm with little NF overhead. Fabricated in 65-nm CMOS, the entire receiver, including the LNA, an S/H circuit, and a 10-bit SAR ADC, consumes only 0.69 mW while meeting NB-IoT specifications.
本文介绍了一种用于窄带物联网(NB-IoT)的接收器,它通过子采样架构消除了对射频本地振荡器(LO)的需求。一个伪巴伦 Q 升压 LNA 可提供清晰的抗混叠滤波,噪声系数 (NF) 为 5.6 dB。采用直接耦合导数叠加技术,将具有相反非线性特性的低 V_{t}$ 和厚栅晶体管结合在一起,将测得的 IIP3 提高了 7 dB,达到 -18 dBm,而 NF 开销很小。整个接收器(包括 LNA、S/H 电路和 10 位 SAR ADC)采用 65-nm CMOS 制造,功耗仅为 0.69 mW,同时符合 NB-IoT 规范。
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引用次数: 0
A–102-dBm Sensitivity Multichannel Heterodyne Wake-Up Receiver With Integrated ADPLL A-102 dBm 灵敏度、集成 ADPLL 的多通道异频唤醒接收器
Pub Date : 2024-04-10 DOI: 10.1109/OJSSCS.2024.3387388
Linsheng Zhang;Divya Duvvuri;Suprio Bhattacharya;Anjana Dissanayake;Xinjian Liu;Henry L. Bishop;Yaobin Zhang;Travis N. Blalock;Benton H. Calhoun;Steven M. Bowers
This article presents a binary frequency-shift keying (BFSK) heterodyne wake-up receiver (WuRx) with -102-dBm sensitivity at 2.4 GHz. An integrated low-power all-digital phase-locked loop (ADPLL) allows sharp filtering at the intermediate frequency (IF) to improve sensitivity and interference robustness. The WuRx achieves an average current consumption of 2.2– $171~mu $ A range at 16 s to 0.1-s latency with the packet-level-duty-cycling scheme. In addition, it supports up to 60 channels from 2.300 to 2.536 GHz. A signal-to-interference ratio (SIR) of -27/-30/-46 dB is achieved at 3/5/25-MHz offset from the carrier.
本文介绍了一种二进制频移键控(BFSK)外差唤醒接收器(WuRx),在 2.4 GHz 频率下灵敏度为-102-dBm。集成的低功耗全数字锁相环(ADPLL)允许在中频(IF)进行急剧滤波,以提高灵敏度和抗干扰性。通过数据包级负载循环方案,WuRx 在 16 秒至 0.1 秒的延迟时间内实现了 2.2- $171~mu $ A 的平均电流消耗。此外,它还支持 2.300 至 2.536 GHz 的多达 60 个信道。与载波偏移 3/5/25-MHz 时,信干比(SIR)为 -27/-30/-46 dB。
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引用次数: 0
期刊
IEEE Open Journal of the Solid-State Circuits Society
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