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Iterative Multihead Multitrack Detection Scheme for Bit-Patterned Media Recording 用于位模式媒体记录的迭代多磁头多磁道检测方案
IF 1.2 4区 物理与天体物理 Q3 Materials Science Pub Date : 2022-11-03 DOI: 10.1109/LMAG.2022.3219234
Gyuyeol Kong;Taehyoung Kim;Minchae Jung
An iterative multihead multitrack detection scheme for bit-patterned media recording is described in this letter. The scheme employs two iterative strategies with multihead, multitrack detection where three tracks are simultaneously processed to accurately estimate the channel with track misregistration (TMR) and effectively detect the data by using intertrack interference (ITI) information with high reliability. The first outer iteration aims to compensate for the TMR effect, and the second inner iteration aims to improve the reliability of the data. In the outer iteration, the TMR effect is compensated by modifying the generalized partial response (GPR) target to a channel that reflects the TMR estimated by a TMR estimator using an expectation and maximization algorithm. In the inner iteration, iterative equalization and decoding (IED) is conducted between the two-dimensional partial response maximum-likelihood detector and the low-density parity check decoder based on the revised GPR target. Since each track has a different channel performance according to the amount of ITI information in the multitrack detection, we design the GPR target and the code rate separately for each track to maximize the overall channel performance. The bit error rate performances of the proposed IED scheme are compared with the conventional IED scheme when the areal density is 2 $text{Tb/in}^{2}$. Simulation results show that the IED scheme has more than 2 dB gain compared with the conventional IED scheme for 30$%$ TMR.
本文描述了一种用于位模式媒体记录的迭代多头多磁道检测方案。该方案采用了两种具有多头、多轨道检测的迭代策略,其中三个轨道被同时处理,以准确估计具有轨道配准错误(TMR)的信道,并通过使用具有高可靠性的轨道间干扰(ITI)信息来有效地检测数据。第一次外部迭代旨在补偿TMR效应,第二次内部迭代旨在提高数据的可靠性。在外部迭代中,通过将广义部分响应(GPR)目标修改为反映TMR估计器使用期望和最大化算法估计的TMR的信道来补偿TMR效应。在内部迭代中,基于修正的GPR目标,在二维部分响应最大似然检测器和低密度奇偶校验解码器之间进行迭代均衡和解码(IED)。由于在多轨道检测中,根据ITI信息的数量,每个轨道具有不同的信道性能,因此我们分别为每个轨道设计GPR目标和码率,以最大限度地提高整体信道性能。当面密度为2$text{Tb/in}^{2}$时,将所提出的IED方案的误码率性能与传统IED方案进行了比较。仿真结果表明,对于30$%%$TMR,与传统IED方案相比,IED方案具有超过2dB的增益。
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引用次数: 0
Experimental Demonstration of a Spin-Wave Lens Designed With Machine Learning 利用机器学习设计的自旋波透镜的实验演示
IF 1.2 4区 物理与天体物理 Q3 Materials Science Pub Date : 2022-09-26 DOI: 10.1109/LMAG.2022.3209647
Martina Kiechle;Levente Maucha;Valentin Ahrens;Carsten Dubs;Wolfgang Porod;Gyorgy Csaba;Markus Becherer;Adam Papp
In this letter, we present the design and experimental realization of a device that acts like a spin-wave lens i.e., it focuses spin waves to a specified location. The structure of the lens does not resemble any conventional lens design. It is a nonintuitive pattern produced by a machine-learning algorithm. As a spin-wave design tool, we used our custom micromagnetic solver SpinTorch, which has built-in automatic gradient calculation and can perform backpropagation through time for spin-wave propagation. The training itself is performed with the saturation magnetization of a yttrium-iron-garnet (YIG) film as a variable parameter, with the goal to guide spin waves to a predefined location. We verified the operation of the device in the widely used mumax$^{3}$ micromagnetic solver, and by experimental realization. For the experimental implementation, we developed a technique to create effective saturation-magnetization landscapes in YIG by direct focused-ion-beam (FIB) irradiation. This allows us to rapidly transfer the nanoscale design patterns to the YIG medium, without patterning the material by etching. We measured the effective saturation magnetization corresponding to the FIB dose levels in advance and used this mapping to translate the designed scatterer to the required dose levels. Our demonstration serves as a proof of concept for a workflow that can be used to realize more sophisticated spin-wave devices with complex functionality, e.g., spin-wave signal processors, or neuromorphic devices.
在这封信中,我们介绍了一种类似于自旋波透镜的装置的设计和实验实现,即它将自旋波聚焦到指定的位置。透镜的结构与任何传统的透镜设计都不相似。这是一种由机器学习算法产生的非直觉模式。作为一种自旋波设计工具,我们使用了我们定制的微磁解算器SpinTorch,该解算器具有内置的自动梯度计算功能,可以通过时间执行自旋波传播的反向传播。训练本身是以钇铁石榴石(YIG)膜的饱和磁化强度作为可变参数进行的,目的是将自旋波引导到预定位置。我们在广泛使用的mumax$^{3}$微磁求解器中验证了该器件的操作,并通过实验实现。为了实现实验,我们开发了一种通过直接聚焦离子束(FIB)照射在YIG中创建有效饱和磁化景观的技术。这使我们能够快速将纳米级设计图案转移到YIG介质上,而无需通过蚀刻对材料进行图案化。我们提前测量了与FIB剂量水平相对应的有效饱和磁化强度,并使用该映射将设计的散射体转换为所需的剂量水平。我们的演示证明了工作流的概念,该工作流可用于实现具有复杂功能的更复杂的自旋波设备,例如,自旋波信号处理器或神经形态设备。
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引用次数: 6
Novel Magnetic Localization Methods for Minimizing the Ellipse Error Based on Tensor Invariants 基于张量不变量的最小化椭圆误差的磁定位新方法
IF 1.2 4区 物理与天体物理 Q3 Materials Science Pub Date : 2022-09-12 DOI: 10.1109/LMAG.2022.3205881
Xiangang Li;Shenggang Yan;Jianguo Liu;Youyu Yan
There are various technology routes for the localization of magnetic targets. Among them, localization methods based on magnetic gradient tensor invariants have remarkable preponderance. For instance, such invariants are not sensitive to the jitter of the coordinate system, which means this kind of method can be very suitable for application in moving carriers. The traditional classic method contains ellipse error, which cannot be simply ignored. In order to eliminate this error, the general solution of the location vector is derived in this letter. Three methods for solving the general solution are given. To validate the effectiveness of the methods, the localization problem of the measurement array surrounding a static target is simulated. In this simulation, the localization results of the traditional method and the proposed methods are analyzed and compared. The conclusions show that the developed methods successfully remove the ellipse error and improve the localization accuracy.
磁性目标的定位有多种技术路线。其中,基于磁梯度张量不变量的定位方法具有显著的优势。例如,这种不变量对坐标系的抖动不敏感,这意味着这种方法非常适合应用于移动载波。传统的经典方法含有椭圆误差,不能简单忽略。为了消除这一误差,本文推导了位置矢量的一般解。给出了求解一般解的三种方法。为了验证这些方法的有效性,模拟了静态目标周围测量阵列的定位问题。在仿真中,对传统方法和所提出的方法的定位结果进行了分析和比较。结果表明,该方法成功地消除了椭圆误差,提高了定位精度。
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引用次数: 1
Robustness of Binary Stochastic Neurons Implemented With Low Barrier Nanomagnets Made of Dilute Magnetic Semiconductors 用稀磁半导体制成的低势垒纳米磁体实现二元随机神经元的鲁棒性
IF 1.2 4区 物理与天体物理 Q3 Materials Science Pub Date : 2022-08-26 DOI: 10.1109/LMAG.2022.3202135
Rahnuma Rahman;Supriyo Bandyopadhyay
Binary stochastic neurons (BSNs) are excellent hardware accelerators for machine learning. A popular platform for implementing them is low- or zero-energy barrier nanomagnets possessing in-plane magnetic anisotropy (e.g., circular disks or quasi-elliptical disks with very small eccentricity). Unfortunately, small geometric variations in the lateral shapes of such nanomagnets can produce large changes in the BSN response times if the nanomagnets are made of common metallic ferromagnets (Co, Ni, Fe) with large saturation magnetization. In addition, the response times become very sensitive to initial conditions, i.e., the initial magnetization orientation. In this letter, we show that if the nanomagnets are made of dilute magnetic semiconductors with much smaller saturation magnetization than common metallic ferromagnets, then the variability in their response times (due to shape variations and variation in the initial condition) is drastically suppressed. This significantly reduces the device-to-device variation, which is a serious challenge for large-scale neuromorphic systems. A simple material choice can, therefore, alleviate one of the most aggravating problems in probabilistic computing with nanomagnets.
二进制随机神经元(BSN)是机器学习的优秀硬件加速器。实现它们的一个流行平台是具有平面内磁各向异性的低能垒或零能垒纳米磁体(例如,离心率非常小的圆盘或准椭圆盘)。不幸的是,如果纳米磁体由具有大饱和磁化强度的常见金属铁磁体(Co、Ni、Fe)制成,则这种纳米磁体的横向形状的小几何变化可能会在BSN响应时间上产生大的变化。此外,响应时间对初始条件,即初始磁化方向变得非常敏感。在这封信中,我们表明,如果纳米磁体由饱和磁化强度比普通金属铁磁体小得多的稀磁半导体制成,那么它们响应时间的变化(由于形状变化和初始条件的变化)将被显著抑制。这大大减少了设备间的变化,这对大规模神经形态系统来说是一个严峻的挑战。因此,简单的材料选择可以缓解纳米磁体概率计算中最严重的问题之一。
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引用次数: 5
Theoretical Circuit Design of an Efficient Spintronic Random Number Generator With an Internal Postprocessing Unit 带内部后处理单元的高效自旋电子随机数发生器的理论电路设计
IF 1.2 4区 物理与天体物理 Q3 Materials Science Pub Date : 2022-08-19 DOI: 10.1109/LMAG.2022.3200326
Saeed Mehri;Abdolah Amirany;Mohammad Hossein Moaiyeri;Kian Jafari
In this letter, a spintronic true random number generator (TRNG) is designed using the stochastic switching feature of the magnetic tunnel junction device in the subcritical current regime. The proposed structure consumes low power and occupies a small area. Also, to improve the quality of random numbers production and compensate for the impact of process variations on the quality of the random output, the proposed TRNG includes an internal postprocessing unit. Compared to state-of-the-art designs, using an internal postprocessing unit reduces the proposed generator's area overhead and power consumption. The simulation results show that the TRNG proposed in this letter consumes up to 68% less power and occupies up to 64% smaller area than the state-of-the-art design. Also, due to the existence of the efficient postprocessing unit, the proposed TRNG successfully passes the National Institute of Standards and Technology random number tests even in the presence of the fabrication process variations.
在这封信中,利用磁隧道结器件在亚临界电流状态下的随机开关特性,设计了一个自旋电子真随机数发生器(TRNG)。所提出的结构消耗低功率并且占用小面积。此外,为了提高随机数产生的质量并补偿过程变化对随机输出质量的影响,所提出的TRNG包括一个内部后处理单元。与最先进的设计相比,使用内部后处理单元减少了所提出的发电机的面积开销和功耗。仿真结果表明,本文提出的TRNG比最先进的设计功耗低68%,占地面积小64%。此外,由于存在有效的后处理单元,即使在制造工艺存在变化的情况下,所提出的TRNG也成功地通过了国家标准与技术研究所的随机数测试。
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引用次数: 7
Longitudinal Transformation of Magnetic Properties in Magnetic Microwires With Graded Magnetic Anisotropy 梯度磁各向异性磁性微导线磁性能的纵向变换
IF 1.2 4区 物理与天体物理 Q3 Materials Science Pub Date : 2022-08-16 DOI: 10.1109/LMAG.2022.3199170
Alexander Chizhik;Paula Corte-León;Valentina Zhukova;Julian Gonzalez;Arcady Zhukov
We studied the magneto-optical and magnetic behavior of Co- and Fe-rich microwires that were stress-annealed at temperatures distributed along the microwire length. There was a transformation of the magnetic structure across zones subjected to annealing at different temperatures. Differences in the magnetic behavior between the surface and bulk were observed for both Co- and Fe-rich microwires. The formation and subsequent transformation of a helical magnetic structure were observed, depending on the type of microwire. Annealing at temperatures below 100 °C affected the magnetic system of microwires. This effect is due to a weak but noticeable relaxation of the initial stresses in all parts of the microwire that even occurs in the low temperature range.
我们研究了在沿微导线长度分布的温度下进行应力退火的富钴和富铁微导线的磁光和磁行为。在不同温度下进行退火的区域之间存在磁性结构的转变。对于富含Co和Fe的微丝,观察到表面和本体之间的磁性行为的差异。根据微导线的类型,观察到螺旋磁性结构的形成和随后的转变。在低于100°C的温度下退火会影响微导线的磁性系统。这种效应是由于微导线所有部分的初始应力的微弱但明显的松弛,甚至在低温范围内也会发生这种松弛。
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引用次数: 0
Safety Assessment of H-Coil for Nursing Staff in Deep Transcranial Magnetic Stimulation H线圈在深部经颅磁刺激中的安全性评价
IF 1.2 4区 物理与天体物理 Q3 Materials Science Pub Date : 2022-08-16 DOI: 10.1109/LMAG.2022.3198370
Mai Lu;Shoogo Ueno
This work investigates the exposure experienced by the nursing staff executing deep transcranial magnetic stimulations (TMS) using H-coil. The safety assessment was implemented by employing the H-coil and realistic human model. The 144 relative positions of the H-coil with respect to the TMS operator body were considered, including the distance and vertical height. Dependence of the magnetic flux density and induced electric fields in the human model were obtained by using the impedance method. Results were compared with the International Commission on Non-Ionizing Radiation Protection (ICNIRP) guidelines. Regarding the occupational exposure, safe distances of 120 and 100 cm are derived from the ICNIRP reference level (RL) and basic restriction (BR), respectively. At the distance of 100 cm, the exposure level does not exceed the ICNIRP BR, and although the exposure level exceeds the RL, continued exposure is allowed. The findings suggest that nursing staff should stand at least 100 cm apart from the H-coil.
本工作调查了护理人员使用H线圈进行深度经颅磁刺激(TMS)时的暴露情况。采用H线圈和真实人体模型进行安全评估。考虑了H线圈相对于TMS操作员身体的144个相对位置,包括距离和垂直高度。利用阻抗法获得了人体模型中磁通密度和感应电场的相关性。结果与国际非电离辐射防护委员会(ICNIRP)指南进行了比较。关于职业暴露,120和100厘米的安全距离分别来自ICNIRP参考水平(RL)和基本限制(BR)。在100cm的距离处,曝光水平不超过ICNIRP BR,尽管曝光水平超过RL,但允许继续曝光。研究结果表明,护理人员应站在距离H线圈至少100厘米的地方。
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引用次数: 1
Simulation of Magnetic Resonance Sounding With a Delayed Adiabatic Pulse 延迟绝热脉冲磁共振测深的仿真
IF 1.2 4区 物理与天体物理 Q3 Materials Science Pub Date : 2022-08-04 DOI: 10.1109/LMAG.2022.3196597
Benquan Yang;Yujing Yang
Magnetic resonance sounding (MRS) is used to identify groundwater by exciting and measuring the nuclear magnetic resonance of hydrogen nuclei in subsurface aquifers. However, the MRS response is particularly weak and has a low signal-to-noise ratio (SNR); therefore, signal enhancement methods, such as adiabatic pulses, are essential for MRS applications with strong interference. The key challenges of utilizing this novel method are to increase the MRS signal response and sensitivity for field measurements. In this letter, we present an improved transmitting mode of a commonly used adiabatic half-passage pulse by combining this pulse with an earlier fixed frequency off-resonant pulse of short duration, thereby increasing the theoretical MRS sensitivity. Simulation results demonstrate that the approach could be used to further improve the signal responses, i.e., in terms of the SNR and potential resolution, for MRS exploration of high-noise environments.
磁共振测深(MRS)是通过激发和测量地下含水层中氢原子核的核磁共振来识别地下水的。然而,MRS响应特别弱并且具有低信噪比(SNR);因此,信号增强方法,例如绝热脉冲,对于具有强干扰的MRS应用是必不可少的。利用这种新方法的关键挑战是提高MRS信号响应和现场测量的灵敏度。在这封信中,我们提出了一种改进的常用绝热半通道脉冲的传输模式,通过将该脉冲与早期的固定频率短持续时间的非谐振脉冲相结合,从而提高了理论MRS灵敏度。仿真结果表明,该方法可用于进一步提高信号响应,即在SNR和潜在分辨率方面,用于高噪声环境的MRS探测。
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引用次数: 0
Two Modes of Drag Reduction for Magnetorheological Fluids 磁流变液减阻的两种模式
IF 1.2 4区 物理与天体物理 Q3 Materials Science Pub Date : 2022-07-26 DOI: 10.1109/LMAG.2022.3193954
Jing Cheng Lv;Ming Yu Wu;Tong Zhao;Yin Tao Wei
Magnetorheological fluids (MRFs) show a millisecond-level reversible response controlled by an external magnetic field and are, thus, widely used in many areas, especially vehicle dampers, clutches, and brakes. However, in the standby state, the piston or rotor of these devices still moves in the MRF and generates damping force or torque, which will deteriorate the performance and even significantly increase the energy consumption of the entire vehicle. To solve these problems, we propose two working modes of MRFs based on rheology: vertical shear and parallel shear modes. We designed relevant magnetic circuit implementations for drum-type rotary magnetorheological (MR) devices to realize these new modes and verified the drag reduction effects by using a modified rheometer. The experimental results indicate that the vertical shear and parallel shear modes reduce the drag torque of the MRF by approximately 10% and 9% at magnetic field strengths of approximately 3.5 and 0.1 kA/m, respectively. Therefore, MR devices utilizing these drag reduction modes can reduce standby damping to improve performance. In addition, two mechanisms were developed to explain the significant decrease in damping torque with the increasing number of experiments under the vertical shear mode. In summary, research into these two modes promotes understanding of MRFs and the development of MR devices.
磁流变液(MRF)显示出由外部磁场控制的毫秒级可逆响应,因此被广泛应用于许多领域,尤其是车辆阻尼器、离合器和制动器。然而,在待机状态下,这些装置的活塞或转子仍在MRF中移动,并产生阻尼力或扭矩,这将使性能恶化,甚至显著增加整个车辆的能耗。为了解决这些问题,我们提出了基于流变学的MRF的两种工作模式:垂直剪切模式和平行剪切模式。我们为滚筒式旋转磁流变(MR)装置设计了相关的磁路实现,以实现这些新模式,并使用改进的流变仪验证了减阻效果。实验结果表明,在大约3.5和0.1kA/m的磁场强度下,垂直剪切模式和平行剪切模式分别将MRF的拖曳扭矩降低了大约10%和9%。因此,利用这些减阻模式的MR设备可以减少待机阻尼以提高性能。此外,还提出了两种机制来解释在垂直剪切模式下,阻尼扭矩随着实验次数的增加而显著降低。总之,对这两种模式的研究促进了对MRF的理解和MR器件的发展。
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引用次数: 0
Construction of Energy Loops Using Magnetic Barkhausen Noise 利用磁巴克豪森噪声构造能量环
IF 1.2 4区 物理与天体物理 Q3 Materials Science Pub Date : 2022-07-15 DOI: 10.1109/LMAG.2022.3191281
Xiaoge Meng;Lin Li;Yanzhao Hou
Magnetic Barkhausen noise (MBN), which contains microstructure information of materials, is widely used in nondestructive testing (NDT) of magnetic materials. MBN energy (MBNenergy) is a time-independent indicator for NDT, but the initial MBNenergy has no clear physical meaning and cannot be used to explain the relationship to the hysteresis loop. In this letter, based on the physical mechanism of MBN, a proportional relation is built between the MBN voltage signal VB and energy loss, and the signal VB is then related to the energy loss through wall pinning in the Jiles–Atherton hysteresis model. We define a novel magnetic Barkhausen noise energy eigenvalue (MBNE) as the time integral of the product of the absolute value of VB and the sign function sign(dH/dt). We prove that the MBNE is proportional to the irreversible magnetization Mirr. Since Mirr is equal to the saturation magnetization Ms when the magnetization of ferromagnetic material reaches saturation, we scaled the MBNE to make its maximum value equal to Ms and found that MBNE with respect to the magnetic field H, MBNE(H), coincides with the irreversible hysteresis loop Mirr(H). We refer to MBNE(H) as the MBN energy loop. The MBNE(H) and Mirr(H) for two kinds of electrical steel sheets are compared experimentally, which validates the adaptability of the MBNE(H) construction method. The method to obtain Mirr(H) from the MBN raw signal reveals the physical mechanism of MBN and the irreversible magnetization process of magnetic materials.
磁巴克豪森噪声(MBN)包含材料的微观结构信息,广泛应用于磁性材料的无损检测。MBN能量(MBNenergy)是无损检测的一个与时间无关的指标,但初始MBNeenergy没有明确的物理意义,不能用来解释与磁滞回线的关系。在这封信中,基于MBN的物理机制,在MBN电压信号VB和能量损失之间建立了比例关系,然后在Jiles–Atherton磁滞模型中,信号VB与通过壁钉扎的能量损失相关。我们定义了一个新的磁Barkhausen噪声能量特征值(MBNE)为VB的绝对值与符号函数sign(dH/dt)的乘积的时间积分。我们证明了MBNE与不可逆磁化Mirr成正比。由于当铁磁材料的磁化强度达到饱和时,Mirr等于饱和磁化强度Ms,我们缩放MBNE使其最大值等于Ms,并发现MBNE相对于磁场H,MBNE(H),与不可逆磁滞回线Mirr(H)一致。我们将MBNE(H)称为MBN能量回路。对两种电工钢板的MBNE(H)和Mirr(H)进行了实验比较,验证了MBNE(H)施工方法的适应性。从MBN原始信号中获得Mirr(H)的方法揭示了MBN的物理机制和磁性材料的不可逆磁化过程。
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引用次数: 1
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IEEE Magnetics Letters
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