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Reference-Free Calibration for Wearable Core Body Temperature Sensor Based on Single-Heat-Flux Method 基于单热流法的可穿戴式核心体温传感器免参考校准
IF 2.2 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-30 DOI: 10.1109/LSENS.2024.3435965
Y. Hashimoto;S. Tada;Y. Nishida
Core body temperature (CBT) is one of the useful physiological indicators that are linked to physiological changes. Wearable sensors are expected to be developed to monitor CBT easily during activities. A single-heat-flux method is one of the noninvasive techniques that estimate CBT by measuring heat flow changes near the skin with temperature sensors. The method requires calibrating parameters for estimating CBT in advance by comparing them with reference values obtained through another method. The invasive measurement method is generally used to obtain the reference values, which poses a challenge in terms of measurement burden. Here, we propose a new calibration method that does not require acquiring reference values. This method identifies calibration parameters based on the temperature history after the measurement probe is attached. It has been numerically and experimentally confirmed that the estimation accuracy by the method is equivalent to that of a general-purpose electronic thermometer. This outcome decreases the measurement workload in CBT measurement using the single-heat-flux method and significantly enhances its usability.
核心体温(CBT)是与生理变化相关的有用生理指标之一。可穿戴式传感器有望得到开发,以便在活动过程中轻松监测核心体温。单热流法是一种无创技术,通过温度传感器测量皮肤附近的热流变化来估计 CBT。这种方法需要事先校准用于估算 CBT 的参数,将其与通过其他方法获得的参考值进行比较。通常采用侵入式测量方法来获取参考值,这对测量负担提出了挑战。在此,我们提出了一种无需获取参考值的新校准方法。该方法根据安装测量探头后的温度历史记录确定校准参数。通过数值和实验证实,该方法的估计精度与通用电子温度计相当。这一成果减少了使用单热流法进行 CBT 测量的工作量,并显著提高了其可用性。
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引用次数: 0
Impact of Scaling Up the Sensor Sampling Frequency on the Reliability of Edge Processing Systems in Tolerating Soft Errors Caused by Neutrons 提高传感器采样频率对边缘处理系统在容忍中子造成的软误差方面的可靠性的影响
IF 2.2 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-30 DOI: 10.1109/LSENS.2024.3435677
Matheus Minelli de Carvalho;L. H. Laurini;E. Atukpor;L. Naviner;Rodrigo Possamai Bastos
In this letter, we reveal the impact of increasing the sensor sampling frequency on the reliability of a typical edge processing system operating under the effects of 14-MeV neutrons and thermal neutrons. The results of two types of accelerated radiation tests indicate the rates of failures induced by soft errors caused by 14-MeV and thermal neutrons grow as a function of the sensor sampling frequency. The rate of failures caused by 14-MeV neutrons rose by factor of 2.2 by shifting the sensor sampling frequency from around 140 to 430 Hz. The results also suggest that the design and calibration of edge processing systems should consider the sensor sampling frequency as a parameter to finely tradeoff the computing speed of the system for improving the reliability in tolerating soft errors caused by neutrons.
在这封信中,我们揭示了提高传感器采样频率对在 14-MeV 中子和热中子作用下运行的典型边缘处理系统可靠性的影响。两种加速辐射测试的结果表明,14-MeV 中子和热中子引起的软误差导致的故障率随传感器采样频率的增加而增加。传感器采样频率从 140 赫兹左右提高到 430 赫兹后,14-MeV 中子引起的故障率上升了 2.2 倍。研究结果还表明,在设计和校准边缘处理系统时,应将传感器采样频率作为一个参数,以便对系统的计算速度进行微妙的权衡,从而提高系统在容忍中子引起的软误差方面的可靠性。
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引用次数: 0
AF Identification From Time–Frequency Analysis of ECG Signal Using Deep Neural Networks 利用深度神经网络从心电图信号的时频分析中识别房颤
IF 2.2 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-29 DOI: 10.1109/LSENS.2024.3435009
Thivya Anbalagan;Malaya Kumar Nath
Atrial fibrillation (AF) is a life threatening cardiac abnormality having high prevalence and risk with increased rate of stroke and systemic embolism, if oral anticoagulation is not recommended. Later, this leads to morbidity and mortality. Detection of AF is challenging from the electrocardiogram (ECG) recordings, due to its complex characteristics. Manual observation of ECG is tedious, time consuming, and error prone. This manuscript proposed a novel approach for identifying AF in the presence of noise and other beats by using deep neural networks (DNN) on the 2-D patterns obtained by various time–frequency analysis methods, such as short time Fourier transform (STFT), Chirplet-transform, Stockwell-transform, and Poincare plot from 1-D preprocessed ECG recordings. The above discussed methods identify the variations due to AF in ECG. Initially, the patterns are used by the pretrained DNN models for classification. ResNet18 attained the highest accuracy of 90.56$%$ for the patterns of ECG obtained by Chirplet-transform on PAF prediction challenge database, whereas Chirplet patterns used by ResNet50 achieved an accuracy of 89.72$%$. Based on accuracy and the number of parameters in DNN, an ensembled network is designed for improving AF classification. Ensembling of ShuffleNet and AlexNet applied over the patterns obtained by Stockwell transform achieved the highest accuracy of 93.70$%$. This approach is further experimented on PhysioNet CinC 2017 challenge database, consisting of four classes (such as AF, normal, other rhythms, and noise).
心房颤动(房颤)是一种威胁生命的心脏异常现象,发病率高,风险大,如果不建议口服抗凝药,中风和全身性栓塞的发病率就会增加。随后,这将导致发病率和死亡率。由于心房颤动的特征复杂,从心电图记录中检测心房颤动具有挑战性。人工观察心电图繁琐、耗时且容易出错。本手稿提出了一种新方法,通过使用深度神经网络(DNN),对各种时频分析方法(如短时傅里叶变换(STFT)、啁啾变换、斯托克韦尔变换和泊恩卡雷图)从一维预处理心电图记录中获得的二维模式进行分析,从而在存在噪声和其他搏动的情况下识别房颤。上述方法可识别心电图中房颤引起的变化。最初,这些模式被预训练的 DNN 模型用于分类。在 PAF 预测挑战数据库中,ResNet18 通过 Chirplet 变换获得的心电图模式的准确率最高,达到 90.56$/%$,而 ResNet50 使用的 Chirplet 模式的准确率为 89.72$/%$。根据准确率和 DNN 的参数数量,设计了一种改进房颤分类的集合网络。在斯托克韦尔变换得到的模式上应用 ShuffleNet 和 AlexNet 的集合,取得了 93.70$%$ 的最高准确率。这种方法在PhysioNet CinC 2017挑战数据库上进行了进一步实验,该数据库由四个类别(如房颤、正常、其他节律和噪声)组成。
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引用次数: 0
Integrated Microwave Resonator for Detecting Microliter Liquid Mixtures 用于检测微升液体混合物的集成微波谐振器
IF 2.2 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-29 DOI: 10.1109/LSENS.2024.3434634
Gabriela Méndez-Jerónimo;Humberto Lobato-Morales;Joel Molina-Reyes
The design, fabrication, and measurement of a resonant microwave interdigitated sensing structure (MISS) fabricated using integrated circuit technology and able to detect microliter volumes of liquids mixtures are presented in this letter. The proposed device is based on interdigitated aluminum (Al) electrodes with a sensitive area of 1.3 mm × 2.6 mm delimited by a ring fabricated with SU-8 resin, which allows the accurate placement of the sample drop. An empty sensor was designed to present its intrinsic resonance at 16 GHz so that when deionized water is used as the sample, its resonance drops to 1.25 GHz due to the change in sample permittivity. Experimental validation was performed using isopropyl–water mixtures with different concentrations between 0% and 100%. From measurements, it is shown that by using the proposed resonator, a maximum sensitivity of 4.72% is obtained. Finally, results indicate the potential of the proposed structure for dielectric spectroscopy and the possibility of exploiting the use of this resonator as a biosensor, and also of integrating it into other type of sensors to improve their detection properties.
本信介绍了利用集成电路技术制造的谐振微波互斥传感结构(MISS)的设计、制造和测量方法,该结构能够检测微升量级的液体混合物。该装置基于铝(Al)电极间插,敏感区域为 1.3 mm × 2.6 mm,由 SU-8 树脂制成的环形结构限定,可准确放置样品滴。空传感器设计为在 16 千兆赫时产生本征共振,因此当使用去离子水作为样品时,由于样品介电常数的变化,其共振频率会下降到 1.25 千兆赫。实验验证使用了浓度在 0% 到 100% 之间的异丙基水混合物。测量结果表明,使用所提出的谐振器,可获得 4.72% 的最大灵敏度。最后,研究结果表明了所提出的结构在介电光谱学方面的潜力,以及将这种谐振器用作生物传感器和集成到其他类型传感器中以提高其检测性能的可能性。
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引用次数: 0
LIDAROC: Realistic LiDAR Cover Contamination Dataset for Enhancing Autonomous Vehicle Perception Reliability LIDAROC:用于提高自动驾驶车辆感知可靠性的真实激光雷达覆盖污染数据集
IF 2.2 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-29 DOI: 10.1109/LSENS.2024.3434624
Grafika Jati;Martin Molan;Francesco Barchi;Andrea Bartolini;Giuseppe Mercurio;Andrea Acquaviva
LiDAR is the foundation of many autonomous vehicle perception systems, so it is essential to study and ensure the integrity and robustness of the data collected by LiDAR. To facilitate future research into robust and resilient LiDAR processing, we present a dataset containing a collection of uncontaminated and realistically contaminated LiDAR samples. We have also studied the effect of contaminants on the object detection task. The state-of-the-art object detection algorithms produce catastrophic errors in detection, such as failure to identify objects, detection of ghost objects, and wrong detection with high confidence. Based on the number of such catastrophic errors, we introduce a novel measure for the LiDAR data's contamination level. The results of the empirical evaluation of the effect of the contaminants on object detection motivate the necessity of further research into contaminant detection and contaminant-resilient data processing, which are all enabled by the dataset collected by this work.
激光雷达是许多自动驾驶车辆感知系统的基础,因此研究并确保激光雷达采集数据的完整性和鲁棒性至关重要。为了促进未来对坚固耐用的激光雷达处理的研究,我们提出了一个数据集,其中包含一系列未受污染和真实污染的激光雷达样本。我们还研究了污染物对物体检测任务的影响。最先进的物体检测算法会在检测中产生灾难性错误,如无法识别物体、检测到幽灵物体以及高置信度的错误检测。根据此类灾难性错误的数量,我们引入了一种新的测量方法来衡量激光雷达数据的污染程度。污染物对物体检测影响的实证评估结果表明,有必要对污染物检测和抗污染数据处理开展进一步研究,而本研究收集的数据集可为这些研究提供支持。
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引用次数: 0
A Skin Tension Controller for Chronic Skin Wound Enabled by Flexible Strain Gauges 利用柔性应变计实现慢性皮肤伤口的皮肤张力控制器
IF 2.2 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-29 DOI: 10.1109/LSENS.2024.3434697
Tong Guan;Siyu Deng;Shudong Wang;Huicong Du;Maoguo Shu;Yunjia Li
Noninvasively applying mechanical loads on edges of the chronic skin wound is confirmed as an effective approach for accelerating wound chronic healing and reducing scarring. However, less effort has been put into measuring and controlling the magnitude of mechanical load for wound closure in real time. This study proposes a skin tension controller, which is able to provide and monitor the magnitude of the mechanical load applied for chronic wound closure. A flexible strain gauge is designed and fabricated to measure the magnitude of the mechanical load, which is applied by a miniaturized linear stepper motor module housed in a 3-D-printed platform. The gauge's electromechanical behavior is characterized on a homemade platform, and the results show that the gauge's performance is linear with the applied mechanical force within the 0–9 N range. In addition, the gauge successfully measures the magnitude of the skin tension on a simulated human skin model. The results indicate that the magnitude of the skin tension and the displacement of the linear stepper motor module exhibit a linear relationship, which confirms that the magnitude of the tension can be controlled linearly by adjusting the displacement.
在慢性皮肤伤口边缘施加无创机械负荷已被证实是加速伤口慢性愈合和减少疤痕的有效方法。然而,人们在实时测量和控制用于伤口闭合的机械负荷大小方面所做的努力较少。本研究提出了一种皮肤张力控制器,它能够提供和监测用于慢性伤口闭合的机械负荷大小。本研究设计并制造了一种柔性应变计,用于测量机械负荷的大小,该机械负荷由安装在 3-D 打印平台中的微型线性步进电机模块施加。在自制平台上对该拉力计的机电行为进行了表征,结果表明该拉力计的性能与 0-9 N 范围内的机械力呈线性关系。此外,该仪器还成功测量了模拟人体皮肤模型的皮肤张力大小。结果表明,皮肤张力的大小与线性步进电机模块的位移呈线性关系,这证实了可以通过调节位移来线性控制张力的大小。
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引用次数: 0
Expanding Limit of Detection and Increasing Operating Resonant Frequency via Larger Anchor Widths for Capacitive Micromachined Resonator-Based Mass Sensors 通过增大电容式微机械谐振器质量传感器的锚定宽度来扩大检测极限和提高工作谐振频率
IF 2.2 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-29 DOI: 10.1109/LSENS.2024.3434672
Annalise Gignac;Akib Shamsuddin;Haleh Nazemi;Muhammad Umair Nathani;Arezoo Emadi
An innovative technique is explored, aiming to expand the limit of detection (LOD) and increase the operating resonant frequency of the capacitive micromachined ultrasonic transducer (CMUT) working as a mass sensor through modifying anchor widths. The LOD is associated with the concentration range of target compounds and, therefore, their correspondent mass that can be measured using a CMUT mass sensor. The poly multiuser MEMS process (PolyMUMPs) sacrificial technique is used to fabricate three CMUT sensors with a range of anchor widths while keeping all other sensor design parameters and material properties constant. Experimental analysis is conducted to evaluate the influence of anchor width to resonant frequency and frequency shift at different biasing conditions. The experimental results demonstrate that a larger anchor width can increase CMUT operating resonant frequency and pull-in voltage, allowing for the expanded LOD. These results also agree with analytical expressions presented. In addition, it is shown that through employing a designed anchor width, resonant frequencies can be varied to fulfill specific sensor requirements with minimal fabrication adjustments. This study contributes to the evolving knowledge of the CMUT as a mass sensor, enabling more methods for variability of these devices.
本研究探索了一种创新技术,旨在通过改变锚宽度来扩大检测限(LOD)并提高作为质量传感器的电容式微机械超声换能器(CMUT)的工作谐振频率。LOD 与目标化合物的浓度范围有关,因此也与 CMUT 质量传感器可测量的相应质量有关。在保持所有其他传感器设计参数和材料特性不变的情况下,使用多用户 MEMS 工艺(PolyMUMPs)牺牲技术制造了三种具有不同锚宽度的 CMUT 传感器。实验分析评估了不同偏压条件下锚宽度对谐振频率和频率偏移的影响。实验结果表明,较大的锚宽度可以提高 CMUT 的工作谐振频率和拉入电压,从而扩大 LOD。这些结果也与提出的分析表达式一致。此外,实验还表明,通过采用设计的锚定宽度,可以改变谐振频率,以满足特定的传感器要求,而只需进行最小的制造调整。这项研究有助于加深人们对 CMUT 作为质量传感器的了解,从而为这些设备的可变性提供更多方法。
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引用次数: 0
High-Temperature-Resistant Polymer-Based 3-D-Printed Electromagnetic Scanning Micromirror 基于耐高温聚合物的三维打印电磁扫描微镜
IF 2.2 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-29 DOI: 10.1109/LSENS.2024.3434616
Yongseung Lee;Yong-Kweon Kim;Chang-Hyeon Ji
In this letter, we present an electromagnetic scanning micromirror fabricated using 3-D printing with a high-temperature-resistant polymer. The micromirror comprises a 1-D scanning mechanism featuring a large gold-coated silicon mirror, supported by a 3-D-printed structural layer consisting of a mirror holder, gimbal, and two sets of torsion springs. The design incorpora- tes a series-connected dual spring–mass–damper system to enhance the optical scan angle at resonance. Actuation is achieved via Lorentz force applied to a self-supported coil inserted into the gimbal. The reflective surface has roun- ded edges and an outer dimension of 4.2 × 15 mm2. Permanent magnets are assembled with an aluminum jig on either side of the mirror holder, with a minimal gap of 0.55 mm. The device is fabri- cated using three different 3-D printing methods (digital light processing (DLP), fused deposition modeling, and stereolithography) and four different materials and subsequently tested. Among the fabricated devices, the one printed via DLP 3-D printing achieved a maximum optical scan angle of 20° at 1248 Hz, with an input current of 110 mArms. Various characteristics of the 3-D-printed and assembled devices, including dimensional accuracy, surface topography, temperature effects, and driving characteristics, were analyzed. The fabricated micromirror can be integrated into a 2-D scanning module for light detection and ranging systems.
在这封信中,我们介绍了一种使用耐高温聚合物的三维打印技术制造的电磁扫描微镜。该微镜包括一个一维扫描机构,其特点是一个大型镀金硅镜,由一个三维打印结构层支撑,该结构层包括一个镜架、万向节和两组扭转弹簧。该设计采用了串联双弹簧-质量-阻尼系统,以增强共振时的光学扫描角度。通过对插入万向节的自支撑线圈施加洛伦兹力来实现驱动。反射表面边缘粗糙,外部尺寸为 4.2 × 15 mm2。永久磁铁与铝夹具装配在镜架两侧,间隙最小为 0.55 毫米。该装置采用三种不同的三维打印方法(数字光处理(DLP)、熔融沉积建模和立体光刻)和四种不同的材料制造而成,随后进行了测试。在制作的器件中,采用 DLP 三维打印技术的器件在输入电流为 110 mArms 的情况下,以 1248 Hz 的频率实现了 20° 的最大光学扫描角度。分析了三维打印和组装器件的各种特性,包括尺寸精度、表面形貌、温度影响和驱动特性。制造的微镜可集成到光探测和测距系统的二维扫描模块中。
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引用次数: 0
A Precision Low-Noise Sensor Readout System With BJT-Input-Based Amplifier and High-Input-Impedance Delta–Sigma ADC 采用 BJT 输入放大器和高输入阻抗 Delta-Sigma ADC 的精密低噪声传感器读出系统
IF 2.2 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-25 DOI: 10.1109/LSENS.2024.3433584
Hyungseup Kim;Hyeoktae Son;Hyun-Jin Shin;Choul-Young Kim;Hi-Deok Lee;Hyoungho Ko
This letter presents a precision low-noise sensor readout system with a bipolar junction transistor (BJT)-input-based amplifier and a high-input-impedance delta–sigma analog-to-digital convertor (ADC). The proposed sensor readout system can precisely drive the resistive sensors and attain high accuracy by adopting the low-noise BJT-input-based amplifier implementing gated p-n-p and the high-input-impedance delta–sigma ADC. The high-input-impedance delta–sigma ADC is implemented with a fully differential ping-pong autozeroing multipath differential difference amplifier (DDA), which can achieve high input impedance and low power consumption due to the DDA scheme that does not require input buffers. The proposed sensor readout system is fabricated in the standard 0.18-μm complementary metal–oxide–semiconductor process with a total active area of 3.75 mm2. The total current consumption of the sensor readout system is 543.9 μA with 1.8-V power supply. The proposed sensor readout system has an ultralow-noise performance of the measured input offset and input referred noise of 1.7 μV and 5.3 nV/√Hz, respectively. The measured signal-to-noise-and-distortion ratio in a 1-kHz bandwidth is 76.4 dB.
本文介绍了一种精密低噪声传感器读出系统,该系统采用了基于双极结型晶体管(BJT)输入的放大器和高输入阻抗三角积分模数转换器(ADC)。通过采用门控 p-n-p 低噪声 BJT 输入型放大器和高输入阻抗三角积分模数转换器,拟议的传感器读出系统可精确驱动电阻传感器并达到高精度。高输入阻抗三角积分 ADC 采用全差分乒乓自动归零多路差分放大器 (DDA),由于 DDA 方案无需输入缓冲器,因此可以实现高输入阻抗和低功耗。拟议的传感器读出系统采用标准的 0.18 微米互补金属氧化物半导体工艺制造,总有效面积为 3.75 平方毫米。传感器读出系统的总电流消耗为 543.9 μA,电源电压为 1.8V。拟议的传感器读出系统具有超低噪声性能,测量到的输入偏移和输入参考噪声分别为 1.7 μV 和 5.3 nV/√Hz。在 1 kHz 带宽内测得的信噪比和失真比为 76.4 dB。
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引用次数: 0
Sensor Using Liquid Crystal for Organophosphate Warfare Agent's Detection 利用液晶检测有机磷战剂的传感器
IF 2.2 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-25 DOI: 10.1109/LSENS.2024.3431455
Youen Le Lirzin;Alexandre Khaldi;Lukas Gourhant;Laurent Dupont
In this letter, we present better understanding and improvements for a neurotoxic gas sensor using liquid crystal (LC) anchoring transition. A theoretical model has been established and checked with dimethyl methylphosphonate gas at concentrations as low as 1 ppm. The experimental results are consistent with the state of the art. A new fabrication technique using jet printing that allows one to increase the transduction dynamic is discussed. Chitosan material has been tested as a functionalization method to increase the lifetime of the transducer.
在这封信中,我们介绍了如何更好地理解和改进使用液晶(LC)锚定过渡的神经毒性气体传感器。我们建立了一个理论模型,并用浓度低至百万分之 1 的甲基膦酸二甲酯气体进行了检验。实验结果与最新技术相符。此外,还讨论了利用喷射打印技术提高转导动态的新制造技术。壳聚糖材料已作为一种功能化方法进行了测试,以延长换能器的使用寿命。
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引用次数: 0
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