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Early Radiation-Induced Soft-Error Assessment of Arm Cortex-M SoCs Through Fault Injection
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-18 DOI: 10.1109/TDMR.2024.3501193
Leonardo Gobatto;Fabio Benevenuti;Rodrigo Possamai Bastos;Nemitala Added;Saulo Alberton;Eduardo Macchione;Vitor Aguiar;Nilberto Medina;Fernanda Kastensmidt;Jose Rodrigo Azambuja
This work investigates the impact of neutron and heavy ion radiation-induced soft errors on Arm Cortex-M Systems-on-Chip and proposes a fault injection methodology designed for the early assessment of these effects on the embedded processors. Our methodology is then employed to assess the effectiveness of software design exploration and implementing fault tolerance techniques. We connect heavy ion and neutron radiation experiments and emulate fault injections for applications running on these resource-constrained low-cost processors. Our case studies include benchmark scenarios with bare-metal applications and the FreeRTOS operating system, tailored for deployment in small satellite missions. Results show that our proposed methodology presents reliability curves that align with those obtained from the radiation experiments.
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引用次数: 0
Radiation Hardened Domino Logic-Based Schmitt Trigger Circuit With Improved Noise Immunity 基于增强抗噪性的抗辐射Domino逻辑Schmitt触发电路
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-12 DOI: 10.1109/TDMR.2024.3496821
Aryan Kannaujiya;Shubham Singh;Ambika Prasad Shah;Daniele Rossi
This work presents enhanced hysteresis width for noise-immune radiation-hardened Schmitt trigger circuits. A dual-mode Domino-based Schmitt trigger (DST) circuit is employed for dual purposes owing to the inclusion of a control module that functions as both a domino logic and a Schmitt trigger circuit. For various ST circuits, key performance metrics including hysteresis width, power consumption, latency, process variation, and critical charge at sensitive nodes are determined. The findings demonstrate that, in comparison to other reference circuits, the DST has improved performance metrics. The proposed DST has $3.89times $ , $1.58times $ , and $1.03times $ lower dynamic power, leakage power, and propagation delay, respectively in comparison to conventional ST. The hysteresis width of DST is $1.32times $ higher than conventional ST which makes it more practical for a noisy environment. All the simulation work has been handled by the Cadence virtuoso tool using UMC 40nm technology.
这项工作提出了增强磁滞宽度的抗噪声辐射硬化施密特触发电路。基于双模domino的Schmitt触发器(DST)电路被用于双重目的,因为它包含一个既充当domino逻辑和Schmitt触发器电路的控制模块。对于各种ST电路,确定了关键性能指标,包括滞后宽度,功耗,延迟,工艺变化和敏感节点的临界电荷。研究结果表明,与其他参考电路相比,DST具有更好的性能指标。与传统ST相比,所提出的DST的动态功率、泄漏功率和传播延迟分别降低了3.89倍、1.58倍和1.03倍。DST的迟滞宽度比传统ST高1.32倍,这使得它在噪声环境中更加实用。所有的模拟工作都由Cadence virtuoso工具处理,采用UMC 40nm技术。
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引用次数: 0
Trap Location and Stress Degradation Analysis of GaN High Electron Mobility Transistors Based on the Transient Current Method 基于瞬态电流法的氮化镓高电子迁移率晶体管陷阱定位与应力退化分析
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-11 DOI: 10.1109/TDMR.2024.3495987
Qian Wen;Lixing Zhou;Xianwei Meng;Shiwei Feng;Yamin Zhang
In this paper, the carrier trapping behavior and electrical characteristics of AlGaN/GaN high electron mobility transistors (HEMTs) under different bias conditions are studied based on the transient current. By considering the transient drain current of HEMTs at different temperatures, three trapping mechanisms are identified: (1) charge trapping in the AlGaN barrier layer, in the gate-drain region near the two-dimensional electron gas (2DEG) channel; (2) charge trapping in the GaN layer, in the gate-drain region near the gate; and (3) charge trapping on the surface of the AlGaN layer, in the gate-drain region near the gate. The influences of the source-gate and drain-gate voltages on trapping behavior are analyzed to further elucidate the trap locations. The experimental results show that charge capture is mainly affected by the drain-gate voltage. High electric field stress affects the local structure order inside the device, thus affecting the charge escape rate. The threshold voltage shift is mainly affected by the surface trap of the AlGaN layer near the gate.
本文基于瞬态电流研究了不同偏置条件下AlGaN/GaN高电子迁移率晶体管(hemt)的载流子捕获行为和电学特性。通过考虑hemt在不同温度下的瞬态漏极电流,确定了三种捕获机制:(1)电荷捕获在二维电子气(2DEG)通道附近的AlGaN势垒层的栅极-漏极区;(2)电荷捕获在GaN层,在栅极附近的栅极-漏极区;(3)在栅极附近的栅极-漏极区,AlGaN层表面的电荷捕获。分析了源极电压和漏极电压对陷阱行为的影响,进一步阐明了陷阱的位置。实验结果表明,电荷捕获主要受漏极电压的影响。高电场应力影响器件内部局部结构秩序,从而影响电荷逃逸率。阈值电压位移主要受栅极附近AlGaN层表面陷阱的影响。
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引用次数: 0
Total Ionizing Dose Effects on DC/RF Performances of Emerging Vertical Back-Gate CMOS Platform 总电离剂量对新兴垂直背栅CMOS平台DC/RF性能的影响
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-01 DOI: 10.1109/TDMR.2024.3488750
Yue Ma;Jinshun Bi;Biyao Zhao;Linjie Fan;Jianjian Wang;Gangping Yan;Ziming Xu;Baihong Chen;Hanying Deng;Zhiqiang Li;Viktor Stempitsky
As the scaling down of the silicon (Si)-based transistors is reaching its physical limits, the vertical-structure complementary metal-oxide-semiconductor (VCMOS) process has emerged as a promising technology due its comparative advantages, in terms of aggressive scalability. Along these lines, in this work, an emerging nano-scale vertical back-gate (VBG) CMOS platform with gate length depending on the deposition process instead of the accuracy of the lithography process was proposed. In addition, the total ionizing dose (TID) effects on both the direct current and radio frequency characteristics of the proposed VBG MOSFETs were investigated by performing technology computer aided design (TCAD) simulations. Besides, a high integration-density inverter was implemented by the VBG CMOS platform as well. Both the DC and transient performances of the proposed inverter under TID effects were also characterized. From the simulated results it was demonstrated that although the VBG CMOS platform has the potential to be applied in digital integrated circuits (ICs) and RF ICs, the sensitivity to TID is still a problem to be mitigated. This work provides valuable guidelines for the TID-hardened design of VBG MOSFETs and circuits.
随着硅基晶体管的缩小达到其物理极限,垂直结构互补金属氧化物半导体(VCMOS)工艺由于其相对优势,在积极的可扩展性方面已经成为一种有前途的技术。沿着这些思路,在本工作中,提出了一种新兴的纳米级垂直背栅(VBG) CMOS平台,其栅极长度取决于沉积工艺而不是光刻工艺的精度。此外,通过计算机辅助设计(TCAD)仿真研究了总电离剂量(TID)对所提出的VBG mosfet直流和射频特性的影响。此外,利用VBG CMOS平台实现了高集成度的逆变器。本文还对该逆变器在TID效应下的直流和暂态性能进行了表征。仿真结果表明,尽管VBG CMOS平台具有应用于数字集成电路和射频集成电路的潜力,但对TID的灵敏度仍然是一个需要缓解的问题。这项工作为VBG mosfet和电路的抗tid设计提供了有价值的指导。
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引用次数: 0
Study on Electromagnetic Pulse Damage of 22nm FDSOI in Radiation Environment 22nm FDSOI在辐射环境中的电磁脉冲损伤研究
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-10-23 DOI: 10.1109/TDMR.2024.3485095
Chen Chong;Xing Li;Hongxia Liu;Wei Zhou;Menghao Huang
This paper simulates the damage of 22nm FDSOI devices under strong electromagnetic pulse in radiation environment. After the introduction of strong electromagnetic pulse in the non-radiating device, the drain - body junction in the center of the device is damaged due to thermal deposition. The results of the strong electromagnetic damage of the device after different total ionizing doses of radiation show that the trap charge trapped in the oxide layer enhances the inverse pattern of the device after radiation. At the same time when the strong electromagnetic pulse is introduced, the electric field intensity in the channel region decreases and the current density increases compared with that before radiation. As a result, the thermal power density of the device increases and the thermal damage time point of the device advances. Finally, the simulation results of different radiation regions show that the trap charge in the BOX layer is the main reason for the reliability reduction of the device.
本文模拟了22nm FDSOI器件在强电磁脉冲辐射环境下的损伤。在非辐射器件中引入强电磁脉冲后,器件中心的漏体结因热沉积而损坏。不同总电离剂量辐照后器件的强电磁损伤结果表明,在氧化层中捕获的陷阱电荷增强了器件在辐照后的反方向图。同时,强电磁脉冲引入后,通道区域电场强度较辐射前减小,电流密度增大。因此,器件的热功率密度增大,器件的热损伤时间点提前。最后,对不同辐射区域的仿真结果表明,BOX层中的陷阱电荷是导致器件可靠性降低的主要原因。
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引用次数: 0
Evaluations of Gate Oxide Reliability in SiC MOSFETs Under Extremely High Gate Voltage Stress 极高栅极电压应力下SiC mosfet栅氧化可靠性评估
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-10-18 DOI: 10.1109/TDMR.2024.3478220
Jianbin Guo;Zhehong Qian;Hang Xu;Bangmin Zhu;Yafen Yang;David Wei Zhang
This study aimed to evaluate the reliability of Silicon Carbide (SiC) Metal-Oxide-Semiconductor Field-Effect Transistor (MOSFET) under extremely high gate voltage stress. The research results show that SiCMOS has certain robustness to extremely high gate voltage stress. After high positive bias stress (PBS) and high negative bias stress (NBS), degradation at room temperature is mainly caused by the injection of holes. At high temperatures, the increased interface state traps appear to play an important role in the degradation under PBS. Both C-V characteristics and the recovery of devices after stress are used to explain the degradation. Degradation under high PBS might be recoverable. After recovery, the threshold voltage $(V_{T})$ shift is less than 0.1V. Whereas damage under high NBS is permanent and unrecoverable. Remarkably, the robustness of the device under test to extremely high gate voltage stress is also verified, especially extreme PBS.
本研究旨在评估碳化硅(SiC)金属氧化物半导体场效应晶体管(MOSFET)在极高栅极电压应力下的可靠性。研究结果表明,SiCMOS对极高栅极电压应力具有一定的鲁棒性。高正偏压(PBS)和高负偏压(NBS)后,室温下的降解主要是由注孔引起的。在高温下,界面态陷阱的增加似乎在PBS下的降解中起重要作用。用C-V特性和应力后器件的恢复来解释退化。在高PBS条件下,降解可能是可恢复的。恢复后,阈值电压$(V_{T})$ shift小于0.1V。而高NBS下的损害是永久性的,不可恢复的。值得注意的是,测试设备在极高栅极电压应力下的稳健性也得到了验证,特别是极端PBS。
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引用次数: 0
Dependability and Protection of Transformer Models Against Soft Errors on Text Embeddings 变压器模型的可依赖性和保护,防止文本嵌入出现软错误
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-10-11 DOI: 10.1109/TDMR.2024.3478753
Zhen Gao;Shuang Liu;Pedro Reviriego;Shanshan Liu;Fabrizio Lombardi
Transformers have achieved remarkable success in diverse fields such as Natural Language Processing (NLP) and computer vision (CV). For pre-trained Transformer models involving text processing, embedding representations are important parameters, incurring a large volume of memory. Soft errors on embedding vectors can lead to incorrect inputs to Transformers, and if not corrected in time, accumulated errors may produce undesirable outcomes. This paper considers the dependability of text related Transformer models to accumulated errors on embedding parameters and takes three typical models in different applications as case studies: BERT based sentence emotion classification, T5 based text summarization, and CLIP based image classification. We first evaluate the dependability of the three models by injecting bit errors on embedding parameters; only errors on a few critical bits affect model performance. Based on this finding, we first propose an efficient selective protection for embedding parameters with small values, and then through scaling, we extend the scheme for models with large embedding parameters. Extensive simulation results show that the proposed protection scheme can effectively remove the impact of soft errors on task performance. In particular, the complexity overhead of the proposed scheme is negligible, and the additional memory overhead as encountered in the SEC scheme is avoided.
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引用次数: 0
Analysis of Thermal Expansion Behavior and Interface Evolution of TSV Under Thermal Cycle Loading Based on Crystal Plastic Finite Element Method 基于晶体塑性有限元法的TSV热循环载荷下热膨胀行为及界面演化分析
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-10-10 DOI: 10.1109/TDMR.2024.3478183
Kaihong Hou;Zhengwei Fan;Xun Chen;Shufeng Zhang;Yashun Wang;Yu Jiang
As a key vertical interconnection microstructure, Through-Silicon Via (TSV) plays an important role in three-dimension (3D) chips. The reliability issues of TSV are becoming more and more prominent in the increasingly harsh service environment, and the failure behavior of TSV under thermal cycle loading is the one to be solved urgently. In this study, the thermal expansion behavior and microstructure evolution along different paths and interfaces of TSV under thermal cycle loading are investigated base on Crystal Plasticity Element Method (CPFEM). Results reveal the evolution law of TSV grains and grain boundaries. The mechanical response along different path and interface of TSV is also clarified. Relevant results are expected to provide a certain reference for the failure analysis of TSV.
作为一种关键的垂直互连结构,TSV在三维芯片中起着重要的作用。在日益恶劣的服役环境中,TSV的可靠性问题日益突出,热循环载荷作用下TSV的失效行为是迫切需要解决的问题。基于晶体塑性元法(CPFEM)研究了热循环载荷下TSV沿不同路径和界面的热膨胀行为和微观结构演变。结果揭示了TSV晶粒和晶界的演化规律。阐明了TSV沿不同路径和界面的力学响应。相关研究结果有望为TSV的失效分析提供一定的参考。
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引用次数: 0
Investigating the Arc-Shaped Kink Drain Voltage of Drain Current With Capacitance-Voltage Measurement Method in GaN HEMTs 用电容电压测量法研究GaN hemt中漏极电流的弧形结漏极电压
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-30 DOI: 10.1109/TDMR.2024.3467344
Jui-Tse Hsu;Shawn S. H. Hsu;Ting-Chang Chang;Chen-Hsin Lien;Ting-Tzu Kuo;Chien-Hung Yeh;Jia-Hong Lin;Ya-Huan Lee;Cheng-Hsien Lin;Wei-Chieh Hung;I-Yu Huang
In this study, the measure-stress-measure (MSM) technique under the arc-shaped kink drain voltage (VD,kink) conditions is applied to investigate the ${mathrm { V}}_{mathrm { D,kink}}$ in GaN high electron mobility transistors (HEMTs). Forward and reverse transfer curves indicate that the ${mathrm { V}}_{mathrm { D,kink}}$ would change with gate voltages increasing. However, no previous study has investigated the exact location of traps that would dominate the loci of VD,kink. The results suggest that the trend of on-state current (Ion) degradation is caused by threshold voltage (Vt) shift. Hence, it can be determined that the ${mathrm { V}}_{mathrm { D,kink}}$ is related to the degree of impact ionization, which is dominant by the holes generation in the buffer. In addition, the capacitance-voltage (C-V) measurements reveal that holes generated through impact ionization at the gate edge are responsible for the shift in VD,kink. This physical mechanism is further supported by temperature-dependent analysis. Finally, the results offer a novel C-V measurement to characterize and model the physical mechanisms of the kink effect, which is governed by hot carrier degradation in GaN HEMTs.
在本研究中,采用弧度弯曲漏极(VD,kink)条件下的测量-应力测量(MSM)技术研究了GaN高电子迁移率晶体管(HEMTs)中的${ mathm {V}}_{ mathm {D,kink}}$。正反传递曲线表明,${ mathm {V}}_{ mathm {D,kink}}$随栅极电压的增大而变化。然而,之前没有研究调查过控制VD、kink基因座的陷阱的确切位置。结果表明,导通电流(Ion)衰减趋势是由阈值电压(Vt)漂移引起的。由此可以确定,${mathrm {V}}_{mathrm {D,kink}}$与冲击电离程度有关,冲击电离程度主要由缓冲液中空穴的产生决定。此外,电容电压(C-V)测量表明,在栅极边缘通过冲击电离产生的空穴是导致VD,扭结位移的原因。这一物理机制得到了温度相关分析的进一步支持。最后,研究结果提供了一种新的C-V测量方法来表征和模拟GaN hemt中由热载子降解控制的扭结效应的物理机制。
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引用次数: 0
Investigation of Switching Characteristics Degradation of GaN HEMT Under Power Cycling Aging 功率循环老化下GaN HEMT开关特性退化研究
IF 2.5 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-30 DOI: 10.1109/TDMR.2024.3468013
Shengwei Gao;Xiaoyu Fu;Xingtao Sun;Tian Jinrui;Yesen Han
GaN HEMT devices have wide application prospects because of their high electron mobility and excellent electrical characteristics. However, due to the lack of reliability analysis of the switching characteristics, GaN HEMT devices are unable to realize their maximum potential in practical applications. In this paper, GaN HEMT devices are aged based on power cycling. The switching degradation behavior of GaN HEMT devices after aging is characterized by double pulse test. The test results show that the switching delay increases, the Miller platform lengthens, and the opening ringing decreases after power cycle aging. In order to explore the degradation mechanism, the effects of parasitic capacitance on the switching characteristics are characterized by double pulse test of parallel capacitors. Based on the analysis of the parasitic capacitance model, the degradation trend of each parasitic capacitance caused by trap after aging is deduced and verified by experiment. The results show that the trap increase of AlGaN layer caused by inverse piezoelectric effect and hot-electron effect is the main reason for the change of parasitic capacitance after aging, while the on-state and off-state capacitance of GaN HEMT devices have completely different composition mechanism and change trends, which lead to different trends and degrees of degradation of each switching characteristic. This can provide a valuable reference for the reliability of GaN HEMT devices in long-term applications.
GaN HEMT器件具有高电子迁移率和优异的电学特性,具有广泛的应用前景。然而,由于缺乏对开关特性的可靠性分析,GaN HEMT器件在实际应用中无法发挥其最大潜力。在本文中,GaN HEMT器件是基于功率循环老化的。通过双脉冲测试,表征了GaN HEMT器件老化后的开关退化行为。试验结果表明:功率循环老化后,开关延时增大,米勒平台变长,开孔振铃减小。为探讨寄生电容对并联电容器开关特性的影响机理,采用双脉冲试验方法研究了寄生电容对并联电容器开关特性的影响。在分析寄生电容模型的基础上,推导了老化后陷阱引起的各寄生电容的退化趋势,并通过实验进行了验证。结果表明,逆压电效应和热电子效应引起的AlGaN层陷阱增加是老化后寄生电容变化的主要原因,而GaN HEMT器件的导通和关断电容具有完全不同的组成机制和变化趋势,导致各开关特性的退化趋势和程度不同。这可以为GaN HEMT器件在长期应用中的可靠性提供有价值的参考。
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引用次数: 0
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IEEE Transactions on Device and Materials Reliability
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