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Lab-on-Fiber Humidity Sensor for Real-Time Respiratory Rate Monitoring 用于实时监测呼吸频率的实验室纤维湿度传感器
IF 4.3 2区 综合性期刊 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-03 DOI: 10.1109/JSEN.2024.3400209
Si Luo;Yunlian Ding;Xiaoshuai Zhu;Yang Li;Qiang Ling;Zhiwei Duan;Yusheng Zhang;Haiyun Chen;Zhangwei Yu;Kaikai Du;Lu Cai;Huigang Wang;Zuguang Guan;Daru Chen
Respiratory rate (RR) monitoring has received widespread attention in medical field. Complex, expensive, and bulky commercial equipment limits the monitoring cost. To take full advantage of lab-on-fiber technologies, we present a novel, compact size lab-on-fiber breathing monitoring sensor based on a tapered no-core fiber (NCF) structure. The sensor is composed of humidity-sensitive polymer materials, single-mode fiber (SMF)–NCF-SMF structure, and monitors human RR by measuring exhaled humidity. The theoretical results prove that the self-imaging phenomenon can be induced by the changing of NCF diameter. The static relative humidity test results show a maximum relative humidity sensitivity of 0.0438 nm/%RH in the range of 35%RH–58%RH. Through the single-wavelength intensity fluctuation experiment, human respiratory information is collected. In the breathing process, a response time of 0.67 s can be achieved. The RR monitoring under different heart rates, breathing patterns, and human postures displays real-time tracking and high repeatability. Moreover, the compact size, low cost, and high sensitivity make our lab-on-fiber sensor more competitive in the field of medical treatment and our daily life.
呼吸频率(RR)监测在医疗领域受到广泛关注。复杂、昂贵、笨重的商用设备限制了监测成本。为了充分利用实验室光纤技术,我们提出了一种基于锥形无芯光纤(NCF)结构的新型、小巧的实验室光纤呼吸监测传感器。该传感器由湿度敏感聚合物材料、单模光纤(SMF)-NCF-SMF 结构组成,通过测量呼气湿度来监测人体的呼吸频率。理论结果证明,NCF 直径的变化可诱导自成像现象。静态相对湿度测试结果表明,在 35%RH-58%RH 范围内,最大相对湿度灵敏度为 0.0438 nm/%RH。通过单波长强度波动实验,收集了人体呼吸信息。在呼吸过程中,响应时间可达 0.67 秒。在不同心率、呼吸模式和人体姿势下进行 RR 监测,可显示实时跟踪和高重复性。此外,我们的实验室纤维传感器体积小、成本低、灵敏度高,在医疗领域和日常生活中更具竞争力。
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引用次数: 0
IEEE Sensors Council 电气和电子工程师学会传感器理事会
IF 4.3 2区 综合性期刊 Q1 Physics and Astronomy Pub Date : 2024-06-01 DOI: 10.1109/JSEN.2024.3402497
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引用次数: 0
Development of a High-Frequency Mini-Convex Array Probe for Intraluminal Ultrasonic Imaging Applications 开发用于腔内超声波成像应用的高频微型凸阵探头
IF 4.3 2区 综合性期刊 Q1 Physics and Astronomy Pub Date : 2024-04-30 DOI: 10.1109/JSEN.2024.3392915
Weicen Chen;Boquan Wang;Jianzhong Chen;Chenzhi You;Jing Yao;Dawei Wu
Intraluminal ultrasonic (ILUS) technology, an advanced interventional imaging technique, employs a miniaturized high-frequency ultrasound transducer mounted at the tip of a thin catheter to visualize anatomical structures within the human body. This allows for the acquisition of high-quality images of lesions in close proximity. However, existing ILUS probes predominantly offer specialized visualization in a single direction of the ultrasound catheter due to space constraints within the catheter, posing challenges to the fabrication process. In this study, an ILUS high-frequency mini-convex array probe was developed which featured 64 array elements arranged in a curvilinear configuration, providing a 90° imaging field of view. The mini-convex array was housed within a stainless-steel tube with an outer diameter of 4 mm, positioned such that its central imaging axis was oriented at a 45° angle relative to the axial direction of the tube. This configuration enabled observation of objects ahead of the catheter, even though not entirely covered, and offered detailed features of the interior configuration on its side. This probe exhibited an average center frequency, −6 dB bandwidth, and sensitivity of approximately 17.85 MHz, 61.95%, and 32.64 mV, respectively. Imaging of a wire phantom yielded axial and lateral resolutions at 5 mm depth of approximately 0.11 and 0.25 mm, respectively. Subsequently, the actual imaging capability was assessed through ex vivo imaging of the artery and esophagus of a swine, demonstrating the suitability of the high-frequency mini-convex array probe for ILUS imaging applications.
腔内超声(ILUS)技术是一种先进的介入成像技术,它利用安装在细导管顶端的微型高频超声换能器来观察人体内的解剖结构。这样就能获得近距离病变的高质量图像。然而,由于导管内的空间限制,现有的 ILUS 探头主要提供超声导管单一方向的专业可视化,这给制造工艺带来了挑战。本研究开发了一种 ILUS 高频微型凸阵探头,其特点是 64 个阵列元件呈曲线配置,可提供 90° 的成像视野。微型凸阵安装在外径为 4 毫米的不锈钢管内,其中心成像轴与管的轴向成 45° 角。这种构造可以观察导管前方的物体,即使没有完全覆盖,也能提供导管侧面内部构造的详细特征。该探头的平均中心频率、-6 dB 带宽和灵敏度分别约为 17.85 MHz、61.95% 和 32.64 mV。对金属丝模型进行成像时,5 毫米深度的轴向和横向分辨率分别约为 0.11 毫米和 0.25 毫米。随后,通过对猪的动脉和食道进行体外成像,对实际成像能力进行了评估,证明了高频微型凸阵探头在 ILUS 成像应用中的适用性。
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引用次数: 0
Capacitance, Quality Factor, and Magnetic Field Influence on Thermoformed Magnetic-Piezoelectret 热成型磁压电体的电容、品质因数和磁场影响
IF 4.3 2区 综合性期刊 Q1 Physics and Astronomy Pub Date : 2024-04-30 DOI: 10.1109/JSEN.2024.3393234
Amelia M. Santos;Rui A. S. Moreira;Ruy A. P. Altafim;Ruy A. C. Altafim
This integrated study presents a thorough investigation into a novel class of electrets known as thermoformed magnetic-piezoelectrets (TMPs) devices. The research focuses on evaluating capacitance, quality factor, and the impact of magnetic fields on these devices. Fabricated by fusing fluoroethylene propylene (FEP) films and integrating magnetic strips, the TMP devices exhibit both magnetostrictive and piezoelectric effects in response to external magnetic fields. The study encompasses the latest advancements in material synthesis, fabrication techniques, characterization methods, and potential device applications. Measurements conducted under various electric currents and frequencies revealed that higher capacitance values are associated with increased electric charge storage in TMP devices. The devices demonstrated exceptional quality factors, particularly in the MHz range, suggesting their potential as efficient electric charge storage devices. Further investigation focused on the influence of magnetic fields on the magneto-piezoelectric response of TMPs. Thermoformed piezoelectrets, featuring open-tubular channels and an additional magnetic layer, were explored for their potential as sensors for detecting magnetic fields. While the magneto-piezoelectric response exhibited linearity in the presence of magnetic fields, a decrease in charge storage capacity was observed due to mechanical stress on the tubular channels. The TMPs displayed a maximum resistance of approximately 0.75 T against magnetic fields, reaching complete saturation at a magnetic field strength of 0.8 T. Beyond this point, the relationship between variables became nonlinear, resulting in a null magneto-piezoelectric response. This comprehensive study contributes to a deeper understanding of the capacitance, quality factor, and magnetic field influence on magneto-piezoelectret sensors. The insights gained from this research have significant implications for potential applications in advanced technologies that demand high-frequency operation and magnetic field detection.
这项综合研究全面考察了一类新型电子管,即热成型磁压电管(TMPs)器件。研究重点是评估电容、品质因数以及磁场对这些器件的影响。TMP 器件通过熔融氟乙丙(FEP)薄膜并集成磁条制成,对外部磁场的响应同时表现出磁致伸缩效应和压电效应。这项研究涵盖了材料合成、制造技术、表征方法和潜在器件应用方面的最新进展。在各种电流和频率下进行的测量显示,电容值越高,TMP 器件的电荷存储量就越大。这些器件显示出卓越的品质因数,特别是在 MHz 范围内,表明它们具有作为高效电荷存储器件的潜力。进一步研究的重点是磁场对 TMP 磁压电响应的影响。热成型压电体具有开放式管状通道和额外的磁层,研究人员探索了它们作为磁场检测传感器的潜力。虽然磁压电响应在磁场存在时表现出线性,但由于管状通道上的机械应力,电荷存储容量有所下降。TMP 对磁场的最大阻力约为 0.75 T,在磁场强度为 0.8 T 时达到完全饱和。这项综合研究有助于深入了解电容、品质因数和磁场对磁压电传感器的影响。从这项研究中获得的见解对需要高频操作和磁场检测的先进技术的潜在应用具有重要意义。
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引用次数: 0
Deep and Weak Ultraviolet Photodetection on Micro-Nano Textured Black Silicon With Al2O3 Film 带有 Al2O3 薄膜的微纳纹理黑硅上的深紫外和弱紫外光探测技术
IF 4.3 2区 综合性期刊 Q1 Physics and Astronomy Pub Date : 2024-04-30 DOI: 10.1109/JSEN.2024.3392616
Zhou Zhao;Yonghua Wang;Yijun Zhang;Dan Liu;Zengxing Zhang;Chenyang Xue
A weak ultraviolet (UV) detection device is proposed in this work that utilizes a combination of the large specific surface area of micro-nano textured black silicon and high negative charge density Al2O3. Black silicon is fabricated by two etching steps that consist of Bosch etching and reactive ion etching. The absorption of black silicon increases up to 99.7%, which is reduced by 0.9% after Al2O3 films are deposited. The 20-nm Al2O3 film is deposited by atomic layer deposition (ALD) to ensure its quality and conformality. The external quantum efficiency (EQE) of the device is obtained to be greater than 80%, with the responsivity being higher than 170% at 200–255 nm. Notably, at 200 nm, the EQE reaches 162%, and the corresponding responsivity is found to be 262 mA/W. The photoelectric properties are characterized under intense and weak UV light, respectively. Also, the device demonstrates the good detection ability and fast response to weak UV light. Under illumination of weak light of different wavelengths at 220, 325, and 405 nm under zero bias, the current of the device increases from 0.15 to $9.4~mu $ A. The rise time ( $tau _{r}$ ) and the decay time ( $tau _{d}$ ) of device under weak UV light illumination (325 nm) at the reverse voltage of 0 V are estimated to be 0.3 and 0.29 s. The power intensity (PI) of 325-nm wavelength is $2.57~mu $ W/cm2. Thus, the proposed detection strategy enables weak UV photodetection in missile warning and environmental monitoring.
本研究提出了一种弱紫外线(UV)检测装置,它结合了微纳纹理黑硅的大比表面积和高负电荷密度 Al2O3。黑硅是通过博世蚀刻和活性离子蚀刻两个蚀刻步骤制成的。黑硅的吸收率最高可达 99.7%,而沉积 Al2O3 薄膜后,吸收率降低了 0.9%。20 纳米的 Al2O3 薄膜是通过原子层沉积 (ALD) 沉积的,以确保其质量和一致性。该器件的外部量子效率(EQE)大于 80%,在 200-255 纳米波长处的响应率高于 170%。值得注意的是,在 200 纳米波长处,EQE 达到 162%,相应的响应率为 262 mA/W。在强紫外光和弱紫外光下,光电特性分别得到了表征。此外,该器件对弱紫外光具有良好的检测能力和快速响应能力。在零偏压下,在 220、325 和 405 nm 不同波长的弱光照射下,器件的电流从 0.15 A 增加到 9.4~mu $ A。在反向电压为 0 V 时,器件在弱紫外光(325 nm)照射下的上升时间($tau _{r}$)和衰减时间($tau _{d}$)估计为 0.3 和 0.29 s。因此,所提出的探测策略可在导弹预警和环境监测中实现弱紫外光探测。
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引用次数: 0
Statistical Analysis of Flashover Voltage of Solid Insulators Immersed in Insulating Oils and Quantification of the Ionization Rate Under LI Stress 浸入绝缘油中的固体绝缘体闪络电压的统计分析和 LI 应力下电离率的定量分析
IF 1.3 4区 物理与天体物理 Q3 Physics and Astronomy Pub Date : 2024-04-30 DOI: 10.1109/TPS.2024.3392529
Jean Lambert Jiosseu;Ghislain Mengata Mengounou;Emeric Tchamdjio Nkouetcha;Adolphe Moukengue Imano
This article deals with an experimental investigation of the flashover voltage occurring at the end of the propagation of creeping discharges on some solid insulators immersed in mineral oil (MO) and palm kernel oil methyl ester (PKOME). The solid insulators investigated are: hardened glass (HG), porcelain (PO), and simple glass (SG). The experiments are conducted under positive lightning impulse voltage. The analysis methods are based on a statistical and probabilistic approach. The normality test of the flashover voltage is done by the Anderson–Darling (AD) statistic, the Kolmogorov–Smirnov (KS) test, and the Ryan–Joiner (RJ) statistic. The statistical analysis of the radial coverage of discharges is presented. Quantification of the ionization rate generated by the discharges is also assessed using a pixel-counting method. The experimental results show that the flashover voltage follows the normal distribution. The Weibull distribution at 1% risk shows that for a square solid insulator of 5-mm thickness and 120-mm sides, the flashover voltage is 45 kV for HG, 56 kV for PO, and 60 kV for SG when immersed in PKOME. These results are 48, 58, and 61 kV, respectively, when immersed in MO. It is also shown that the radial coverage of the discharge is greater on HG than on PO and SG. Similarly, it is greater on PO than on SG. The results also show an increase in the ionization rate of 9.4%, 24.6%, and 25.9%, respectively, for solid insulators with permittivities of 5, 5.7, and 7.3.
本文对浸在矿物油(MO)和棕榈仁油甲酯(PKOME)中的一些固体绝缘体在蠕变放电传播结束时产生的闪络电压进行了实验研究。研究的固体绝缘体包括:硬化玻璃 (HG)、瓷器 (PO) 和简单玻璃 (SG)。实验在正雷电冲击电压下进行。分析方法基于统计和概率方法。闪络电压的正态性检验采用安德森-达林(Anderson-Darling,AD)统计量、Kolmogorov-Smirnov(Kolmogorov-Smirnov,KS)检验量和 Ryan-Joiner (Ryan-Joiner,RJ)统计量。对放电的径向覆盖范围进行了统计分析。此外,还使用像素计数法对放电产生的电离率进行了量化评估。实验结果表明,闪络电压服从正态分布。风险为 1%的威布尔分布表明,对于厚度为 5 毫米、边长为 120 毫米的正方形固体绝缘体,当浸入 PKOME 时,HG 的闪络电压为 45 千伏,PO 为 56 千伏,SG 为 60 千伏。当浸入 MO 时,这些结果分别为 48、58 和 61 kV。实验还表明,HG 的放电径向覆盖范围大于 PO 和 SG。同样,在 PO 上也比在 SG 上更大。结果还显示,介电常数为 5、5.7 和 7.3 的固体绝缘体的电离率分别增加了 9.4%、24.6% 和 25.9%。
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引用次数: 0
A Whale Swarm-Based Energy Efficient Routing Algorithm for Wireless Sensor Networks 基于鲸群的无线传感器网络节能路由算法
IF 4.3 2区 综合性期刊 Q1 Physics and Astronomy Pub Date : 2024-04-30 DOI: 10.1109/JSEN.2024.3390424
Bing Zeng;Jiewen Deng;Yan Dong;Xuebing Yang;Lingxiang Huang;Zhao Xiao
Developing energy-efficient routing algorithms is key to reducing energy consumption of wireless sensor networks (WSNs), and the WSNs energy-efficient routing is a combinatorial optimization problem. Many researchers try to optimize it with metaheuristics. However, most metaheuristics are inappropriate in designing routing algorithms for WSNs due to the individual coding and iteration rule for WSNs routing problem. To solve these problems, this article proposes a whale swarm algorithm with iterative counter-based routing (WSA-ICR) algorithm based on the WSA-IC algorithm. The WSA-ICR algorithm considers the energy consumption of each node and path length in the balanced network and designs a new energy efficiency objective function. Then, the WSA algorithm is improved from five aspects: individual coding, individual initialization, distance calculation between two individuals, individual movement rules, and local search. The WSA-ICR algorithm is compared with several energy efficiency optimization routing algorithms. The simulation results show that the WSA-ICR algorithm has excellent performance in balancing the energy consumption of the whole network, prolonging the network life cycle and convergence speed.
开发高能效路由算法是降低无线传感器网络(WSN)能耗的关键,而 WSN 高能效路由是一个组合优化问题。许多研究人员试图用元启发式算法来优化这一问题。然而,由于 WSNs 路由问题的单独编码和迭代规则,大多数元启发式算法都不适合设计 WSNs 路由算法。为了解决这些问题,本文在 WSA-IC 算法的基础上提出了一种基于计数器迭代的鲸群算法(WSA-ICR)。WSA-ICR 算法考虑了平衡网络中每个节点的能耗和路径长度,设计了一个新的能效目标函数。然后,从个体编码、个体初始化、两个体间距离计算、个体移动规则和局部搜索五个方面对 WSA 算法进行了改进。WSA-ICR 算法与几种能效优化路由算法进行了比较。仿真结果表明,WSA-ICR 算法在平衡整个网络的能量消耗、延长网络生命周期和收敛速度等方面表现出色。
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引用次数: 0
High Sensitivity Magnetic Field Sensor Based on Magneto-Optical Surface Plasmon Resonance 基于磁光表面等离子体共振的高灵敏度磁场传感器
IF 4.3 2区 综合性期刊 Q1 Physics and Astronomy Pub Date : 2024-04-30 DOI: 10.1109/JSEN.2024.3393446
Zhenh Liu;Chonglei Zhang
The magnetic field sensor plays a crucial role in various fields, we have designed and developed a phase magneto-optical surface plasmon resonance (MOSPR) magnetic field sensor. We obtained the optimal film structure and polarization state of incident light by using the multilayer film reflection theory and Jones matrix to improve the sensitivity. We propose and fabricate a novel Kretschmann configuration that angular modulation of incident light with total internal reflection instead of a mirror. The new Kretschmann configuration is conducive to sensitivity, volume, and light path adjustment during the experiment. According to the simulation consequence, we prepared the phase MOSPR sensor using electron beam vaporization of Au/Co/Au film on the new type Kretschmann configuration. Moreover, the transmission electron microscope (TEM) was used to determine the energy dispersive spectroscopy (EDS) mapping of film structure, which characterized the film elements and thickness. Additionally, the different signals in the system can significantly enhance the sensor’s signal-noise ratio (SNR). The experimental results ( $25~^{circ }$ C) based on the phase MOSPR sensor are consistent with the simulation consequence. The results have demonstrated that the phase MOSPR sensor exhibits high sensitivity (79310.3 oe/rad), ultrafast response time (< 100 ns), accuracy, and long-term stability. This sensor holds promise for applications in parameter detection in the automotive industry, navigation and positioning, geophysical magnetic fields, and environmental protection.
磁场传感器在各个领域发挥着重要作用,我们设计并开发了一种相位磁光表面等离子体共振(MOSPR)磁场传感器。我们利用多层薄膜反射理论和琼斯矩阵获得了最佳薄膜结构和入射光的偏振态,从而提高了灵敏度。我们提出并制造了一种新颖的 Kretschmann 配置,它可以用全内部反射代替镜面对入射光进行角度调制。新的 Kretschmann 构造有利于在实验过程中调整灵敏度、体积和光路。根据模拟结果,我们在新型 Kretschmann 构造上利用电子束蒸发金/钴/金薄膜,制备了相位 MOSPR 传感器。此外,我们还利用透射电子显微镜(TEM)测定了薄膜结构的能量色散光谱(EDS)图,从而确定了薄膜的元素和厚度。此外,系统中的不同信号可显著提高传感器的信噪比(SNR)。基于相位 MOSPR 传感器的实验结果($25~^{circ }$ C)与模拟结果一致。结果表明,相位 MOSPR 传感器具有高灵敏度(79310.3 oe/rad)、超快响应时间(< 100 ns)、精确度和长期稳定性。这种传感器有望应用于汽车工业参数检测、导航定位、地球物理磁场和环境保护等领域。
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引用次数: 0
DiFS: Wi-Fi Based Directed Fresnel Signature Localization for Mobile Ship Environment DiFS:基于 WiFi 的定向菲涅尔信号定位,用于移动船舶环境
IF 4.3 2区 综合性期刊 Q1 Physics and Astronomy Pub Date : 2024-04-30 DOI: 10.1109/JSEN.2024.3392913
Kezhong Liu;Guoyu Wang;Cong Chen;Xuming Zeng;Guangmo Tong;Mozi Chen
The device-free localization of individuals not equipped with a radio device plays a critical role in cruise ships, particularly during an emergency. In this article, we introduce a device-free localization scheme requiring low human effort, i.e., directed Fresnel signature (DiFS), which utilizes an onboard off-the-shelf Wi-Fi infrastructure. An intuitive idea of DiFS is that because the channel state information (CSI) is sensitive to the target location within the Wi-Fi Fresnel zone, the target location can be determined by extracting the Fresnel signature and coordinates of the Wi-Fi access points (APs). However, due to the skin effect of signal propagation onboard a ship, CSI cannot reflect a target with precision. Furthermore, an undirected Fresnel signature may lead to misinterpretation if the Wi-Fi APs are not deployed perfectly. We observed that the power delay profiles (PDPs) can accurately reflect the target shadowing within the Fresnel zone in a rich multipath environment. In addition, we leverage the specific skin effect in metal ships and infer DiFSs using a set of power fading models. Extensive experimental results on an actual ship demonstrate that DiFS outperforms the state-of-the-art methods and achieves an accuracy of 0.9 and 1.2 m in the line-of-sight (LoS) and non-LoS (NLoS) scenarios, respectively.
在游轮上,尤其是在紧急情况下,对未配备无线电设备的人员进行无设备定位起着至关重要的作用。在本文中,我们介绍了一种只需少量人力的无设备定位方案,即定向菲涅尔签名(DiFS),它利用了船上现成的 Wi-Fi 基础设施。DiFS 的直观理念是,由于信道状态信息(CSI)对 Wi-Fi 菲涅尔区域内的目标位置很敏感,因此可以通过提取菲涅尔特征和 Wi-Fi 接入点(AP)的坐标来确定目标位置。然而,由于船上信号传播的集肤效应,CSI 无法精确反映目标。此外,如果 Wi-Fi 接入点部署得不够完美,不定向的菲涅尔信号可能会导致误读。我们观察到,在丰富的多径环境中,功率延迟曲线(PDP)能准确反映菲涅尔区域内的目标阴影。此外,我们还利用金属船舶的特殊趋肤效应,使用一组功率衰减模型来推断 DiFS。在一艘实际船舶上进行的大量实验结果表明,DiFS 优于最先进的方法,在视距(LoS)和非视距(NLoS)情况下分别达到了 0.9 米和 1.2 米的精度。
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引用次数: 0
Information Flow-Based Brain Network Analysis of Healthy and Epileptic Syndromes Children 基于信息流的健康儿童和癫痫综合征儿童脑网络分析
IF 4.3 2区 综合性期刊 Q1 Physics and Astronomy Pub Date : 2024-04-30 DOI: 10.1109/JSEN.2024.3393299
Jiayu Wu;Dinghan Hu;Runze Zheng;Tiejia Jiang;Feng Gao;Jiuwen Cao
Analyzing the trends in brain information flow of children with epilepsy and normal children can provide a theoretical basis for the pathogenesis of childhood epilepsy and brain growth and development. The article studied the electroencephalogram (EEG) recorded during sleep in children aged 0–14y, including 29 healthy children and 32 children with epilepsy syndrome. The directed transfer function (DTF) was used to calculate the correlation characteristics between EEG channels, which were then used to construct the connectivity matrix. To reduce individual differences, generalized sequential forward selection (GSFS) was used for feature screening. A group-level connectivity matrix was constructed, representing the connectivity and differential brain networks across brain regions. Finally, directed graph theory features were used to assess the speed and reliability of information flow. Through comparative analysis of developmental trends and information flow-related features, the main findings include the following: 1) the speed and reliability of the flow of information between the two groups show similar growth and development trends, albeit to different degrees; 2) abnormal developmental trends were observed in the age group of 5–8y, which may be attributed to the prevalence of absence seizures in epileptic children in this age group, often without noticeable spasms; and 3) brain regions show a bidirectional flow of information between central and parietal regions, and between frontal and temporal regions, across all age groups.
分析癫痫患儿和正常儿童大脑信息流的变化趋势,可以为儿童癫痫的发病机制和大脑生长发育提供理论依据。文章研究了0-14岁儿童睡眠时记录的脑电图(EEG),其中包括29名健康儿童和32名癫痫综合征儿童。研究人员利用定向传递函数(DTF)计算脑电图通道之间的相关性特征,然后利用这些特征构建连接矩阵。为减少个体差异,采用广义顺序前向选择(GSFS)进行特征筛选。构建的组级连通性矩阵代表了各脑区的连通性和差异脑网络。最后,利用有向图理论特征来评估信息流的速度和可靠性。通过对发育趋势和信息流相关特征的比较分析,主要发现包括以下几点:1)两组儿童的信息流速度和可靠性呈现出相似的生长发育趋势,只是程度不同;2)5-8 岁年龄组的儿童出现异常发育趋势,这可能与该年龄组的癫痫儿童多为失神发作有关,通常没有明显的痉挛;3)各年龄组的脑区在中央区和顶叶区之间、额叶区和颞叶区之间呈现双向信息流。
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引用次数: 0
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