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Correlation of Radiation-Induced Interface Traps With Band Edge Energy Through Band Structure-Based Analysis of Electrostatics of UTB SOI Devices 基于带结构的UTB SOI 器件静电分析:辐射诱导的界面陷阱与带边缘能量的相关性
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-02-16 DOI: 10.1109/TDMR.2024.3366592
Nalin Vilochan Mishra;Aditya Sankar Medury
The effect of Radiation on the semiconductor-oxide interface, inducing interface trap states, has generally only been experimentally measured, which makes it difficult to quantify the impact of this radiation on device electrostatics. For an Ultra-Thin-Body (UTB) MOS device, the 1-D Band structure along the direction of confinement, if solved self-consistently with the 1-D Poisson’s equation, while varying the band edge energy $(Delta E_{edge})$ at the $Si-SiO_{2}$ interface, can enable the quantification of the effect of interface trap states on channel electrostatics, while also accounting for Quantum Confinement Effects. In this work, we present an approach to correlate the radiation dose to the band edge energy $(Delta E_{edge})$ , thus enabling the channel thickness dependent band structure-based approach to be used to quantify the effect of these radiation-induced traps on the device electrostatics. We show a methodology that co-relates the interface charge induced by $Delta E_{edge}$ variation and the charge yield, due to different radiating particles, on the $Si-SiO_{2}$ interface. After identifying appropriate values of $Delta E_{edge}$ for different particles and doses, the degradation due to radiation on the channel electrostatics can be accurately simulated, for a wide range of channel thicknesses with the atomistic band structure-based methodology. We also show an approach to extend this methodology to lower device temperatures, thus effectively quantifying the effect of radiation dose on UTB device electrostatics for a wide range of device temperatures.
辐射对半导体-氧化物界面的影响(诱导界面陷阱态)通常只能通过实验测量,因此很难量化辐射对器件静电的影响。对于超薄体 (UTB) MOS 器件,如果用一维泊松方程自洽地求解沿禁锢方向的一维带状结构,同时改变硅-硅氧烷 (SiO_{2}$) 界面的带边能量 $(Delta E_{edge})$,就能量化界面陷阱态对沟道静电的影响,同时还能考虑量子禁锢效应。在这项工作中,我们提出了一种将辐射剂量与能带边缘能量$(Delta E_{edge})$相关联的方法,从而使基于沟道厚度能带结构的方法能够用于量化这些辐射诱导的陷阱对器件静电的影响。我们展示了一种将 $Delta E_{edge}$ 变化引起的界面电荷与 $Si-SiO_{2}$ 界面上不同辐射粒子引起的电荷产率联系起来的方法。在确定了不同粒子和剂量的 $Delta E_{edge}$ 适当值之后,我们就可以利用基于原子带状结构的方法,在广泛的沟道厚度范围内精确模拟辐射对沟道静电造成的衰减。我们还展示了一种将该方法扩展到较低器件温度的方法,从而有效地量化了辐射剂量对UTB器件静电的影响,适用于较宽的器件温度范围。
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引用次数: 0
Effect of Hydrogen Molecule Release on NBTI by Low-Temperature Pre-Treatment in P-Channel Power VDMOS Transistors P 沟道功率 VDMOS 晶体管中通过低温预处理释放氢分子对 NBTI 的影响
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-02-14 DOI: 10.1109/TDMR.2024.3365960
Fengkai Liu;Cuancuan Zhu;Zhongli Liu;Jianqun Yang;Yadong Wei;Yubao Zhang;Xingji Li
Hydrogen molecules in the SiO2 layer and the Si-SiO2 interface play a key role in the reliability of Si-based devices by affecting the formation of defects. This paper focuses on the effect of hydrogen molecule release on the negative bias temperature instability (NBTI) by low-temperature pre-treatment (LTPT) in p-channel power vertical-double-diffused metal-oxide-semiconductor field-effect transistor (VDMOSFET). The negative bias temperature stress (NBTS) and LTPT are observed to be able to shift the threshold voltage. The number of defects is separated by the subthreshold midgap technique (SMGT). The evolution of atoms at low temperature and the formation of defects during NBTS are verified through simulation and theoretical analysis, respectively. Additionally, it is also validated by a hydrogen-soaking pre-treatment (HSPT) experiment. The LTPT makes it easier for reactive hydrogen atoms to form hydrogen molecules. This process can promote the conversion of oxide charges to interface traps during NBTS and may even exacerbate the instability. Furthermore, although LTPT has been proven to improve device performance, it is not effective in mitigating instability during NBTS. Overall, this discovery points to a superior method of reducing NBTI by decreasing hydrogen-related impurities during the manufacturing and packaging processes of p-channel power VDMOS transistors.
二氧化硅层和二氧化硅-二氧化硅界面中的氢分子会影响缺陷的形成,从而对硅基器件的可靠性起到关键作用。本文重点研究了氢分子释放对 p 沟道功率垂直双扩散金属氧化物半导体场效应晶体管 (VDMOSFET) 低温预处理 (LTPT) 负偏压温度不稳定性 (NBTI) 的影响。据观察,负偏压温度应力(NBTS)和 LTPT 能够改变阈值电压。阈下中隙技术(SMGT)分离了缺陷的数量。通过模拟和理论分析,分别验证了低温下原子的演变和 NBTS 期间缺陷的形成。此外,氢浸泡预处理 (HSPT) 实验也对其进行了验证。LTPT 使活性氢原子更容易形成氢分子。这一过程会促进氧化物电荷转化为 NBTS 期间的界面陷阱,甚至会加剧不稳定性。此外,尽管 LTPT 已被证明能提高器件性能,但它并不能有效缓解 NBTS 期间的不稳定性。总之,这一发现为在 p 沟道功率 VDMOS 晶体管的制造和封装过程中减少与氢有关的杂质,从而降低 NBTI 提供了一种优越的方法。
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引用次数: 0
Power Cycling Modeling and Lifetime Evaluation of SiC Power MOSFET Module Using a Modified Physical Lifetime Model 使用修改后的物理寿命模型对 SiC 功率 MOSFET 模块进行功率循环建模和寿命评估
IF 2 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-02-13 DOI: 10.1109/TDMR.2024.3364695
Hsien-Chie Cheng;Ji-Yuan Syu;He-Hong Wang;Yan-Cheng Liu;Kuo-Shu Kao;Tao-Chih Chang
This study aims to explore the solder fatigue lifetime of a developed high-voltage (1.7 kV/100 A) SiC power MOSFET module for on-board chargers (OBCs) subjected to power cycling test (PCT) in accordance with AQG 324. To achieve this goal, a design for reliability (DfR) methodology is established, which couples three-dimensional (3D) thermal computational fluid dynamics (CFD) analysis with 3D transient thermal-mechanical finite element analysis (FEA). The time-dependent viscoplastic behavior of the solder layer is taken into consideration in this FEA by virtue of the Anand model. In addition, a modified physical fatigue lifetime model based on Coffin-Manson formula considering the correlation between a failure criterion and a physical damage characteristic is proposed to effectively estimate the solder fatigue lifetime. The coefficients of the modified physical lifetime model are derived by curve-fitting the experimental solder fatigue lifetime data of a commercial 1.2 kV/25 A SiC power MOSFET module and the corresponding calculated equivalent strain increments using the DfR methodology. The proposed DfR methodology together with the constructed fatigue lifetime model are tested on the prediction of the solder fatigue lifetime of the developed high voltage SiC power module, and their validity are demonstrated by comparing the predicted results with the corresponding PCT experimental results. Finally, parametric analysis is performed to seek a design guideline for enhanced solder fatigue lifetime of the developed SiC power MOSFET module.
本研究旨在探索用于车载充电器(OBC)的已开发高压(1.7 kV/100 A)SiC 功率 MOSFET 模块的焊料疲劳寿命,该模块需按照 AQG 324 标准进行功率循环测试(PCT)。为实现这一目标,建立了可靠性设计 (DfR) 方法,该方法将三维热计算流体动力学 (CFD) 分析与三维瞬态热机械有限元分析 (FEA) 相结合。借助 Anand 模型,该有限元分析考虑到了焊料层随时间变化的粘塑性行为。此外,还提出了基于 Coffin-Manson 公式的修正物理疲劳寿命模型,该模型考虑了失效标准与物理损伤特征之间的相关性,可有效估算焊料疲劳寿命。修正物理寿命模型的系数是通过对商用 1.2 kV/25 A SiC 功率 MOSFET 模块的实验性焊料疲劳寿命数据和使用 DfR 方法计算出的相应等效应变增量进行曲线拟合得出的。通过将预测结果与相应的 PCT 实验结果进行比较,证明了所提出的 DfR 方法和所构建的疲劳寿命模型在预测所开发的高压 SiC 功率模块的焊料疲劳寿命方面的有效性。最后,还进行了参数分析,以寻求提高所开发 SiC 功率 MOSFET 模块焊接疲劳寿命的设计准则。
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引用次数: 0
Aging and Sintered Layer Defect Detection of Discrete MOSFETs Using Frequency Domain Reflectometry Associated With Parasitic Resistance 利用与寄生电阻相关的频域反射仪检测分立 MOSFET 的老化和烧结层缺陷
IF 2 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-02-08 DOI: 10.1109/TDMR.2024.3363713
Minghui Yun;Daoguo Yang;Miao Cai;Haidong Yan;Jiabing Yu;Mengyuan Liu;Siliang He;Guoqi Zhang
Metal-oxide-semiconductor field-effect transistors (MOSFETs) undergo fatigue degradation under high thermal and electrical stresses. This process results in changes in their parasitic parameters, which can be detected using frequency domain reflectometry (FDR). Frequency domain impedance analysis is employed to characterize the various quality states of Si and SiC MOSFETs obtained from accelerated aging experiments. Results demonstrate a consistent increase in parasitic resistance as the devices degrade. By determining the drain-source parasitic resistance at the self-resonant frequency $(f_{mathrm{ SRF}})$ and the drain-source on-resistance for MOSFETs with varying degradation degrees, positive linear numerical fitting equations (14)(15) are established to predict MOSFET degradation under zero DC bias voltage. In addition, FDR technology is used to identify the drain parasitic resistance at the $f_{mathrm{ SRF}}$ of MOSFET samples with different sizes of defects in the sintered silver layer. These results reveal a positive correlation between the quality of the sintered silver layer and $R_{rm D_{}SRF}$ . The proposed approach is an effective quality screening technology for power semiconductor devices without requiring power-on treatment.
金属氧化物半导体场效应晶体管(MOSFET)在高热和电应力下会发生疲劳降解。这一过程会导致寄生参数发生变化,而这些变化可通过频域反射仪 (FDR) 检测出来。通过加速老化实验获得的硅和碳化硅 MOSFET 的各种质量状态,采用了频域阻抗分析法对其进行表征。结果表明,随着器件老化,寄生电阻会持续增加。通过确定自谐振频率 $(f_{mathrm{ SRF}})$下的漏极-源极寄生电阻和不同降解程度 MOSFET 的漏极-源极导通电阻,建立了正线性数值拟合方程 (14)-(15),以预测零直流偏置电压下的 MOSFET 降解。此外,还利用 FDR 技术确定了烧结银层中存在不同大小缺陷的 MOSFET 样品在 $f_{mathrm{ SRF}}$ 处的漏极寄生电阻。这些结果表明,烧结银层的质量与 $R_{rm D_{}SRF}$ 之间存在正相关。所提出的方法是一种有效的功率半导体器件质量筛选技术,无需通电处理。
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引用次数: 0
Characterization and Modeling of Hot Carrier Degradation Under Dynamic Operation Voltage 动态工作电压下热载流子降解的特性分析与建模
IF 2 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-29 DOI: 10.1109/TDMR.2024.3359187
Yanning Chen;Kai Wang;Jin Shao;Fang Liu;Xinhuan Yang;Jianyu Zhang;Qianqian Sang;Chuanzheng Wang;Yuanfu Zhao
In practical electronic setups, most circuits are operating under dynamic condition, thus the aging models derived under static bias could lead to unexpected deviation from the real circumstance and even errors. Here in this paper, we studied the device degradation under long-period dynamic stress, which aims to mimic the device degradation at alternating voltages. Combined with the degradation characterization, models considering partial recovery after stress removal and degradation at different stress levels are developed. By comparing the test data with the model calculation, it can be seen that the calculation error of the model is within 3%, which meets the requirement of practical engineering. The proposed models could benefit the reliability design against dynamic hot carrier degradation for modern circuits.
在实际电子设备中,大多数电路都是在动态条件下工作的,因此在静态偏置下得出的老化模型可能会与实际情况产生意想不到的偏差,甚至出现错误。在本文中,我们研究了长周期动态应力下的器件老化,旨在模拟交变电压下的器件老化。结合降解特性分析,我们建立了应力消除后的部分恢复和不同应力水平下的降解模型。通过对比测试数据和模型计算结果,可以看出模型的计算误差在 3% 以内,符合实际工程的要求。所提出的模型有利于针对现代电路的动态热载流子退化进行可靠性设计。
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引用次数: 0
Data-Driven Stress/Warpage Analyses Based on Stoney Equation for Packaging Applications 基于斯托尼方程的包装应用数据驱动应力/弯曲分析
IF 2 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-10 DOI: 10.1109/TDMR.2024.3352001
Kuo-Shen Chen;Wen-Chun Wu
Stress and warping analyses are frequently required in modern semiconductor and packaging processing. Accurately predicting the structural stress and warping topology is crucial for improving processing reliability. Simple analytic models and their revised forms are typically used for quick estimation. However, these revised analytical forms often rely on considering just a single modification factor, which may not align with practical semiconductor and electronic packaging scenarios and lack appropriate analytical solutions. Consequently, extensive and costly 3D finite element simulations are commonly conducted. In theory, machine learning could offer an effective gray-box estimation solution for such problems. Nevertheless, the performance and impact on parameter settings must be justified and evaluated. To address these concerns, we use typical substrate/film stress/warpage problems as examples to demonstrate the effectiveness of data-driven mechanics prediction. This approach integrates the Stoney equation as the kernel and utilizes an artificial neural network to predict the correction factor based on practical considerations. We apply this approach to three cases of substrate-film structures, including multi-layered film, thicker film, and viscoelastic film, to assess its feasibility and performance. Furthermore, we concurrently address all three practical concerns using the same artificial intelligence scheme. Our findings indicate that the machine-learning prediction can achieve a successful rate of up to 99% for accuracy better than 95%. With the feasibility demonstrated, we propose a scheme that combines this data-driven approach with Green’s function to address the warpage of substrates with discrete film segments. Additionally, we have developed a topology reconstruction method by extending the proposed machine-learning approach for general 3D warpage prediction in related packaging engineering applications.
现代半导体和封装加工中经常需要进行应力和翘曲分析。准确预测结构应力和翘曲拓扑对于提高加工可靠性至关重要。简单的分析模型及其修正形式通常用于快速估算。然而,这些修正的分析模型通常只考虑单一的修正因素,可能与实际的半导体和电子封装情况不符,也缺乏适当的分析解决方案。因此,通常需要进行大量昂贵的 3D 有限元模拟。理论上,机器学习可以为此类问题提供有效的灰盒估算解决方案。不过,必须对其性能和对参数设置的影响进行论证和评估。为了解决这些问题,我们以典型的基底/薄膜应力/扭曲问题为例,展示了数据驱动力学预测的有效性。这种方法将斯通尼方程作为内核,并利用人工神经网络根据实际情况预测修正系数。我们将这种方法应用于三种基底薄膜结构,包括多层薄膜、较厚薄膜和粘弹性薄膜,以评估其可行性和性能。此外,我们还使用同一人工智能方案同时解决了这三个实际问题。我们的研究结果表明,机器学习预测的成功率可达 99%,准确率优于 95%。在证明了可行性之后,我们提出了一种将这种数据驱动方法与格林函数相结合的方案,以解决具有离散薄膜段的基板的翘曲问题。此外,我们还开发了一种拓扑重建方法,通过扩展所提出的机器学习方法,用于相关包装工程应用中的一般三维翘曲预测。
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引用次数: 0
A Source Segmented LDMOS Structure for Improving Single Event Burnout Tolerance Based on High-Voltage BCD Process 基于高电压 BCD 工艺的源分段式 LDMOS 结构可提高单次烧毁容限
IF 2 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-04 DOI: 10.1109/TDMR.2024.3349621
Jiang Xu;Zeyu Lei;Chenchen Zhang;Xin Wan;Zhuojun Chen
The Lateral Diffused Metal Oxide Semiconductor (LDMOS) is vulnerable to Single-Event Burnout (SEB) effect in the radiation environment, which is challenging for the design of high-voltage integrated circuit (HVIC). In this work, a Source-Segmented LDMOS (SS-LDMOS) structure for SEB hardness is proposed, which can reduce parasitic resistor and enhance hole discharge capacity nearby the source region. Through pulsed-laser experiments, the proposed devices are validated in two different high-voltage Bipolar-CMOS-DMOS (BCD) processes. Compared to conventional LDMOS, the SS-LDMOS can provide an improvement of SEB triggering voltage by 20.7% to 40%, without changing its electrical parameters such as threshold voltage, on-resistance, and breakdown voltage. Besides, the proposed approach has the advantage of zero additional mask, no additional processing step, and compact structure, in comparison with other existing hardness techniques. Therefore, it is promising in HVIC for aerospace applications.
侧向扩散金属氧化物半导体(LDMOS)在辐射环境中容易受到单次烧毁(SEB)效应的影响,这对高压集成电路(HVIC)的设计是一个挑战。本研究提出了一种具有 SEB 硬度的源分段 LDMOS(SS-LDMOS)结构,它可以减少寄生电阻,提高源区附近的空穴放电能力。通过脉冲激光实验,在两种不同的高压双极-CMOS-DMOS(BCD)工艺中验证了所提出的器件。与传统 LDMOS 相比,SS-LDMOS 在不改变阈值电压、导通电阻和击穿电压等电气参数的情况下,可将 SEB 触发电压提高 20.7% 至 40%。此外,与其他现有的硬度技术相比,所提出的方法具有零额外掩模、无额外加工步骤和结构紧凑的优点。因此,它在航空航天领域的 HVIC 应用中大有可为。
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引用次数: 0
Investigation on Electrical Properties of Printed Graphene Subjected to Aging, Ambient Environment and Gamma Radiation 受老化、周围环境和伽马辐射影响的印刷石墨烯电气特性研究
IF 2 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-28 DOI: 10.1109/TDMR.2023.3344019
Kevin Goodman;Roberto S. Aga;Rachel Aga;Robert Cooper;Lei R. Cao;Emily Heckman
Advancements in printable electronics technology allow the technique to populate laboratories on a widespread scale due to advantages printing electronics holds over customary fabrication methods. For utilization of printed electronics in cosmic environments it behooves end-users to understand the effects of ionizing radiation on these materials as such a threat to microelectronics can be quite detrimental even to the point of failure. This article contains results from exposing aerosol-jet printed graphene to gamma radiation and examines these effects when combined with aging to understand if printed graphene is a suitable candidate for space environments. It documents the effects of radiation on electrical properties of the printed graphene, and it demonstrates the roles of aging and exposure to ambient environment on these effects. Accompanying data taken of the majority hole carrier concentration show an increase of 3.57%, mobility 4.5%, and work function 2.21% from ionizing radiation. While these values are noticeable, aging alone increased the work function by 1.66%, and resistance by 22.9%. While the change observed in resistance is substantial, pacifying the graphene resulted in only a 5% change in resistance. This indicates the graphene ink proves resilient to gamma irradiation up to 1 Mrad(Si) when the discussed methods are implored. The findings indicate this method of aerosol-jet printing graphene based conductive inks demonstrates robustness against gamma radiation making the method a plausible alternative to traditional lithographic techniques even when utilized in environments where gamma radiation is prevalent such as space.
由于印刷电子技术比传统制造方法更具优势,因此可印刷电子技术的进步使该技术得以在实验室中广泛应用。要在宇宙环境中使用印刷电子技术,最终用户有必要了解电离辐射对这些材料的影响,因为电离辐射对微电子的威胁可能相当严重,甚至会导致失效。本文包含将气溶胶喷射印刷石墨烯暴露于伽马辐射的结果,并研究了这些影响与老化的结合,以了解印刷石墨烯是否适合太空环境。文章记录了辐射对印刷石墨烯电气性能的影响,并展示了老化和暴露于环境中对这些影响的作用。对大多数空穴载流子浓度的随附数据显示,电离辐射使石墨烯的载流子浓度增加了 3.57%,迁移率增加了 4.5%,功函数增加了 2.21%。虽然这些数值很明显,但老化本身却使功函数增加了 1.66%,电阻增加了 22.9%。虽然观察到的电阻变化很大,但对石墨烯进行平和处理后,电阻变化仅为 5%。这表明,在采用所讨论的方法时,石墨烯墨水对高达 1 Mrad(Si)的伽马射线辐照具有很强的抵抗力。研究结果表明,这种气溶胶喷射打印石墨烯导电墨水的方法对伽马辐射具有很强的抵抗力,即使在太空等伽马辐射普遍存在的环境中使用,这种方法也能替代传统的平版印刷技术。
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引用次数: 0
Side-Channel Attack Resilient RHBD 12T SRAM Cell for Secure Nuclear Environment 用于核安全环境的抗侧信道攻击 RHBD 12T SRAM 单元
IF 2 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-25 DOI: 10.1109/TDMR.2023.3346752
Syed Farah Naz;Debabrata Mondal;Ambika Prasad Shah
Extremely energetic particles in the nuclear environment make memory cells prone to soft errors. Also, attackers extract secret data of SRAM cells via side-channel attacks (SCAs), and leakage power analysis attacks (LPAs) seriously threaten security systems. This paper indicates a highly effective radiation-hardened and LPA-resilient (RHLR12T) SRAM cell that is both radiation-resistant by design and LPA-resilient for nuclear applications. It offers better speed, enhanced writing stability and higher overlap percentage than other considered SRAM cells, such as 6T, Quatro, We-Quatro, and RHMD10T, utilising United Microelectronics Corporation (UMC) 45nm CMOS technology at the supply voltage of 1.0V and $27mathrm {^{circ }}text{C}$ operating temperature. The proposed cell gives $1.141mathrm {times }$ higher write stability, $1.55mathrm {times }$ lower write access time, $1.11mathrm {times }$ increased critical charge and $1.51mathrm {times }$ better overlap percentage than the RHMD10T SRAM cell.
核环境中的高能粒子使存储单元容易出现软错误。此外,攻击者通过侧信道攻击(SCA)提取 SRAM 单元的秘密数据,而漏功率分析攻击(LPA)则严重威胁着安全系统。本文介绍了一种高效的抗辐射和抗 LPA(RHLR12T)SRAM 单元,它既能抗辐射,又能抗 LPA,适用于核应用。它采用美国联合微电子公司(UMC)的 45nm CMOS 技术,在 1.0V 电源电压和 $27mathrm {^{circ }}text{C}$ 工作温度下,比其他考虑过的 SRAM 单元(如 6T、Quatro、We-Quatro 和 RHMD10T)具有更高的速度、更强的写入稳定性和更高的重叠率。与 RHMD10T SRAM 单元相比,拟议的单元写入稳定性高 1.141 美元/mathrm {/times }$,写入访问时间短 1.55 美元/mathrm {/times }$,临界电荷增加 1.11 美元/mathrm {/times }$,重叠百分比提高 1.51 美元/mathrm {/times }$。
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引用次数: 0
PEAR: Unbalanced Inter-Page Errors Aware Read Scheme for Latency-Efficient 3-D NAND Flash PEAR:针对延迟高效 3-D NAND 闪存的非平衡页间错误感知读取方案
IF 2 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-22 DOI: 10.1109/TDMR.2023.3346190
Meng Zhang;Fei Wu;Qin Yu;Changsheng Xie
Although three-dimensional (3D) NAND flash memory has demonstrated impressive benefits including high capacity and storage density, data reliability is now a major worry because of long-term storage and ongoing cell wear-out. Low-density parity-check (LDPC) codes are frequently utilized in flash storage systems because of their superior error correcting capabilities to guarantee data reliability. LDPC codes can be hard-decoded or soft-decoded with significant differences depending on the raw bit error rate (RBER). By using fine-grained memory sensing operations, high RBER leads to increased decoding iterations for hard-decoding and more read levels for soft-decoding. In order to reduce the number of decoding iterations and read levels by lowering the RBER, this paper proposes an unbalanced inter-page errors aware read strategy for 3D NAND flash memory, called PEAR. A preliminary experiment is initially carried out to demonstrate that high RBER causes an increase in the number of decoding iterations and read levels. The substantial RBER fluctuation between pages is next analyzed from the viewpoint of the threshold voltage shift. Finally, PEAR properly places the read voltages between the two states with the most and second-most electrons in accordance with the phenomenon of threshold voltage drift, enabling the employment of hard-decoding with low read levels and successfully avoiding soft-decoding procedures with larger RBER. According to simulation results, PEAR can dramatically reduce RBER, decoding iterations, read levels, and read latency.
尽管三维(3D)NAND 闪存已显示出令人印象深刻的优势,包括高容量和存储密度,但由于长期存储和持续的单元损耗,数据可靠性现在已成为一个主要问题。低密度奇偶校验(LDPC)码因其出色的纠错能力而经常被用于闪存系统中,以保证数据的可靠性。LDPC 代码可以是硬解码,也可以是软解码,根据原始比特错误率(RBER)的不同,两者之间存在显著差异。通过使用细粒度内存传感操作,高 RBER 会导致硬解码的解码迭代次数增加,而软解码的读取级数增加。为了通过降低 RBER 来减少解码迭代次数和读取级别,本文提出了一种针对 3D NAND 闪存的不平衡页间错误感知读取策略,称为 PEAR。初步实验表明,高 RBER 会导致解码迭代次数和读取级别的增加。接下来,我们从阈值电压偏移的角度分析了页面间 RBER 的大幅波动。最后,PEAR 根据阈值电压漂移现象,正确地将读取电压置于电子数最多和次多的两个状态之间,实现了低读取电平下的硬解码,并成功避免了 RBER 较大时的软解码程序。根据仿真结果,PEAR 可显著降低 RBER、解码迭代次数、读取电平和读取延迟。
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引用次数: 0
期刊
IEEE Transactions on Device and Materials Reliability
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