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Abnormal heart sound signal recognition based on fiber-optic EFPI sensor 基于光纤EFPI传感器的异常心音信号识别
IF 2.7 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-03 DOI: 10.1016/j.yofte.2025.104472
Bin Liu , Zhuo Shan , Lin Yang , Yiqun Wang , Jianyang Hu , Yan Wang , Qiujie Dang , Shuang Xiao , Peng Jin
We propose to use Extrinsic Fabry–Perot Interferometric (EFPI) acoustic sensors to detect heart sound signals in order to eliminate the adverse effects of electromagnetic interference. A fiber-optic EFPI acoustic sensor based on graphene membrane is produced. Its mechanical sensitivity is 760 nm/Pa at 630 Hz. By analyzing the time–frequency domain, we have demonstrated the possibility and effectiveness of using fiber-optic EFPI sensors for heart sound measurement. Mel-Frequency Cepstral Coefficients (MFCCs) extracted from heart sound signals are subsequently put into two deep learning architectures: CNN+GRU and CNN+LSTM , which are utilized for the identification of abnormal heart sounds. Remarkably, these neural networks achieve recognition accuracies of up to 98.65% and 99.51% respectively, highlighting their robust performance in this application.
为了消除电磁干扰的不利影响,我们建议使用外部法布里-珀罗干涉(EFPI)声传感器来检测心音信号。研制了一种基于石墨烯膜的光纤EFPI声传感器。其机械灵敏度为760 nm/Pa,频率为630 Hz。通过分析时频域,我们证明了使用光纤EFPI传感器进行心音测量的可能性和有效性。从心音信号中提取Mel-Frequency Cepstral Coefficients (MFCCs),然后将其放入CNN+GRU和CNN+LSTM两种深度学习架构中,用于异常心音的识别。值得注意的是,这些神经网络分别达到了高达98.65%和99.51%的识别准确率,突出了它们在该应用中的鲁棒性。
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引用次数: 0
200Gbps flexible coherent PD-NOMA PON in uplink and downlink with >35-dB power budget using successive interference cancellation 200Gbps柔性相干PD-NOMA PON上行和下行链路,> 35db功率预算,采用逐次干扰消除
IF 2.7 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-01 DOI: 10.1016/j.yofte.2025.104466
Dangui Huang, Yixiao Zhu, Lina Man, Yikun Zhang, Guangying Yang, Gengming Lin, Mengyue Shi, Lilin Yi, Weisheng Hu
Coherent passive optical networks (PONs) provide a cost-effective point-to-multipoint connection to fixed users. The next-generation PON is envisioned to offer higher data rate, more access points, and flexible coverage. To support these features, we employ power-domain non-orthogonal multiple access (PD-NOMA) with distinct pilot insertion schemes for uplink and downlink transmission. Both theoretical analysis and experimental data confirm that the NOMA system can achieve comparable capacity to the traditional orthogonal multiplexing systems. We experimentally demonstrate the first 200 Gb/s bi-directional NOMA-PON transmission over 20-km standard single-mode fiber (SSMF), achieving power budgets of 41 dB and 35 dB for the strong and weak users in the downlink respectively, and 37 dB in the uplink. These results show the high access flexibility and robustness of PD-NOMA under diverse frequency, phase, polarization, and dispersion conditions, highlighting its potential for high-density 200-G PON applications.
相干无源光网络(pon)为固定用户提供了一种经济有效的点对多点连接。下一代PON预计将提供更高的数据速率、更多的接入点和灵活的覆盖范围。为了支持这些特性,我们采用功率域非正交多址(PD-NOMA)和不同的导频插入方案用于上行链路和下行链路传输。理论分析和实验数据都证实了NOMA系统可以达到与传统正交复用系统相当的容量。实验验证了在20公里标准单模光纤(SSMF)上首次实现200 Gb/s的NOMA-PON双向传输,在下行链路上,强用户和弱用户的功率预算分别为41 dB和35 dB,上行链路上的功率预算为37 dB。这些结果表明,PD-NOMA在不同频率、相位、极化和色散条件下具有较高的接入灵活性和鲁棒性,突出了其在高密度200-G PON应用中的潜力。
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引用次数: 0
Reinforcement learning-based wavelength-dependent power control for WDM systems 基于强化学习的波分复用系统波长相关功率控制
IF 2.7 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-31 DOI: 10.1016/j.yofte.2025.104470
Gustavo Sousa Pavani , Dipankar Sengupta , Maria Freire-Hermelo , Antoine Lavignotte , Christine Tremblay , Catherine Lepers
In dynamic optical networks, wavelength-dependent power control is a challenging issue because it can dramatically affect lightpath quality of transmission. To address this issue, the authors proposed a reinforcement learning (RL) channel power equalization method to compensate EDFA wavelength-dependent gain in a single step. The optical power of the active WDM channels is monitored at the endpoints of the optical multiplex section (OMS) to learn the best policy for optimizing the variable attenuation elements of the reconfigurable optical add-drop multiplexer (ROADM). The proposed approach is validated experimentally on a three-span WDM experimental testbed, where a surrogate model of the RL environment significantly reduces the management effort required to collect samples. The applicability of the RL method to our experimental system demonstrates an average power difference reduction up to 87%, which was obtained for the 24-channel random allocation use case.
在动态光网络中,波长相关的功率控制是一个具有挑战性的问题,因为它会极大地影响传输的光路质量。为了解决这一问题,作者提出了一种强化学习(RL)通道功率均衡方法,以单步补偿EDFA波长相关增益。在光复用段(OMS)的端点处监测有源WDM信道的光功率,以学习优化可重构光加丢复用器(ROADM)的可变衰减元素的最佳策略。所提出的方法在三跨WDM实验测试平台上进行了实验验证,其中RL环境的代理模型显着减少了收集样本所需的管理工作量。RL方法对我们的实验系统的适用性表明,在24通道随机分配用例中,平均功率差降低了87%。
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引用次数: 0
Incorporation 2D-TMDC for high performance surface plasmon resonance (SPR) based fiber optic biosensor for early Salmonella detection: A review 结合2D-TMDC的基于表面等离子体共振(SPR)的高性能光纤生物传感器用于沙门氏菌早期检测的研究进展
IF 2.7 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-31 DOI: 10.1016/j.yofte.2025.104464
Muhammad Fahmi Naqib Nashron , Salmah Karman , Wan Safwani Wan Kamarul Zaman , Rozalina Zakaria , Sharifah Norsyahindah Syed Nor , Sulaiman Wadi Harun
Rapid detection of Salmonella is essential for effective clinical management and control of outbreaks. Traditional culture-based methods, while accurate, are time-consuming and unsuitable for rapid diagnostics. In recent years, surface plasmon resonance (SPR)-based biosensors, especially when integrated with fiber optic technologies, have garnered attention for their sensitivity, label-free detection, and potential for point-of-care applications. Two-dimensional materials such as 2D materials and transition metal dichalcogenides (TMDCs) have recently attracted considerable attention for biosensing applications that significantly enhance sensor sensitivity and performance. This review consolidates recent advances in SPR-based fiber optic biosensors specifically for Salmonella detection. It highlights key sensor configurations, materials, and mechanisms that enhance detection capabilities, along with innovations in sensing elements and integration strategies. The article also compares conventional detection methods with SPR fiber-optic alternatives, evaluates current challenges such as sensitivity limitations, and outlines opportunities for future development in clinical and food safety applications.
沙门氏菌的快速检测对于有效的临床管理和疫情控制至关重要。传统的基于培养的方法虽然准确,但耗时且不适合快速诊断。近年来,基于表面等离子体共振(SPR)的生物传感器,特别是当与光纤技术集成时,因其灵敏度,无标签检测和护理点应用潜力而受到关注。二维材料如二维材料和过渡金属二硫族化合物(TMDCs)最近在生物传感应用中引起了相当大的关注,它们显著提高了传感器的灵敏度和性能。本文综述了近年来专门用于沙门氏菌检测的基于spr的光纤生物传感器的研究进展。它强调了增强检测能力的关键传感器配置、材料和机制,以及传感元件和集成策略的创新。文章还比较了传统检测方法与SPR光纤替代方法,评估了当前的挑战,如灵敏度限制,并概述了临床和食品安全应用的未来发展机会。
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引用次数: 0
Real-time stress monitoring of backfill slopes in open-pit coal mines using Brillouin optical time domain reflectometry technology 利用布里渊光时域反射技术实时监测露天煤矿充填体边坡应力
IF 2.7 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-31 DOI: 10.1016/j.yofte.2025.104463
Hanlin Liu , Yongfeng Zou , Peng Chen , Shuyuan Guo , Miao Liu , Jingru Mao , Dandan Sun , Jie Ma
This article employs Brillouin optical time domain reflection (BOTDR) technology for the long-term monitoring of backfill slopes in open-pit coal mines, utilizing a 300-meter optical cable. By analyzing the monitoring data, the primary factors influencing the stress changes in the backfill slopes are identified, with a major impact of rainfall effect. During rainfall events, the minimum frequency within the 300-meter stretch of the backfill slope increased from 91.1 Hz to 122.3 Hz, showing a variation of 31.2 Hz. Similarly, the maximum frequency change rose from 221.5 Hz to 452.2 Hz, with a variation of 230.7 Hz. The use of specially armored optical cables in the BOTDR system demonstrates excellent real-time performance, enabling precise monitoring of stress changes and providing strong support for slope stability assessment and landslide early warning. This technology offers a viable solution for long-distance slope monitoring in open-pit coal mines and similar projects.
本文采用布里频光时域反射(BOTDR)技术,利用300米光缆对露天煤矿回填边坡进行长期监测。通过对监测数据的分析,确定了影响回填边坡应力变化的主要因素,其中降雨效应影响最大。在降雨过程中,回填边坡300 m范围内的最小频率从91.1 Hz增加到122.3 Hz,变化幅度为31.2 Hz。同样,最大频率变化从221.5 Hz上升到452.2 Hz,变化幅度为230.7 Hz。BOTDR系统采用特殊铠装光缆,实时性好,可以精确监测应力变化,为边坡稳定性评估和滑坡预警提供有力支撑。该技术为露天矿及类似工程的边坡远程监测提供了可行的解决方案。
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引用次数: 0
Cost-effective, portable, and 3D-printed sensing platform for selective measuring of toxic mercury (II) ions in water 具有成本效益,便携式和3d打印传感平台,用于选择性测量水中有毒汞(II)离子
IF 2.7 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-31 DOI: 10.1016/j.yofte.2025.104469
Arturo Gaviria-Calderón, Brayan Patiño-Jurado, Juan F. Botero-Cadavid, Jorge Garcia-Sucerquia
In this work, the design, construction and testing of a cost-effective, portable, and 3D-printed sensing platform based on optical fiber for rapid detection of mercury (II) ions in water is presented. The core of the platform is a highly reproducible sensor based on an etched single-mode–multimode–single-mode (E-SMS) optical fiber structure; it is fabricated by chemical etching and activated with a nanostructured chitosan/Maghemite (CS/γFe2O3) composite thin film for the selective detection of mercury ions (Hg2+) in water. The optical fiber structure is interrogated with an affordable home-made spectrometer and a digital processing system to experimentally verify its capability for optical detection of Hg2+ in water; the platform exhibits a wavelength-modulated response with sensitivity of 3.9 nm/(µg/mL) and provides the ability to selectively detect low concentrations of up to 1 ng/mL (one part per billion) of Hg2+ in laboratory-prepared water samples. The proposed architecture, which can be built from scratch by approximately $160, is constructed using a 3D-printed setup and off-the-shelf materials. This approach enables the creation of a cost-effective, simple-to-manufacture, and portable sensing platform, which shows promise for on-site detection and monitoring of mercury contamination in water sources.
在这项工作中,设计、构建和测试了一种具有成本效益的、便携式的、基于光纤的3d打印传感平台,用于快速检测水中的汞(II)离子。该平台的核心是基于蚀刻单模-多模-单模(E-SMS)光纤结构的高度可复制传感器;采用化学刻蚀法制备壳聚糖/磁赤铁矿(CS/γFe2O3)纳米复合薄膜,用于水中汞离子(Hg2+)的选择性检测。用价格合理的自制光谱仪和数字处理系统对光纤结构进行了检测,实验验证了光纤对水中Hg2+的光学检测能力;该平台具有波长调制响应,灵敏度为3.9 nm/(µg/mL),并且能够选择性地检测实验室制备的水样中低浓度高达1 ng/mL(十亿分之一)的Hg2+。拟议的架构可以从头开始构建,大约160美元,使用3d打印设置和现成的材料构建。这种方法能够创造一种成本效益高、易于制造的便携式传感平台,有望对水源中的汞污染进行现场检测和监测。
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引用次数: 0
Interconversion between Noise-Like pulses and Bound-State Noise-Like pulses in NALM Mode-Locked fiber laser NALM锁模光纤激光器中类噪声脉冲与束缚态类噪声脉冲的相互转换
IF 2.7 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-28 DOI: 10.1016/j.yofte.2025.104459
Zhipeng Ding , Di Xin , Xinyu Liu , Zhenjiao Shan , Xuyan Zhou , Hongbo Zhang , Wanhua Zheng
We report an all-polarization-maintaining (PM) nonlinear amplifying loop mirror (NALM) mode-locked erbium-doped fiber laser at 1565 nm. With all other cavity parameters fixed, tuning only the pump power enables reversible switching between pure noise-like pulses (NLPs) and bound-state NLPs. In the NLP regime the output shows a 9.6 ps pedestal and a 140 fs spike with a 55 nm optical bandwidth, yielding an effective width shorter than previously reported NLP source; the repetition rate is 27.80 MHz and the maximum average power is 13.55 mW. In the bound-state regime a 0.34 nm spectral-modulation period indicates a 24 ps inter-packet separation. Numerical simulations reproduce both regimes and attribute the NLP-to-bound-state transition to the combined roles of intensity-dependent NALM interference in an anti-saturation region and alternating dispersion. These results broaden the nonlinear-dynamics landscape of PM-NALM fiber lasers and provide a robust broadband-source route for supercontinuum generation and low-coherence imaging.
本文报道了一种1565 nm全保偏非线性放大环镜锁模掺铒光纤激光器。在所有其他空腔参数固定的情况下,仅调整泵浦功率就可以在纯类噪声脉冲(nlp)和束缚态nlp之间进行可逆切换。在NLP系统中,输出显示9.6 ps的基座和140 fs的尖峰,光带宽为55 nm,产生的有效宽度比以前报道的NLP源短;重复频率为27.80 MHz,最大平均功率为13.55 mW。在束缚态下,0.34 nm的光谱调制周期表示24ps的包间分离。数值模拟再现了这两种状态,并将nlp到束缚态的转变归因于抗饱和区域中强度依赖的NALM干扰和交替色散的综合作用。这些结果拓宽了PM-NALM光纤激光器的非线性动力学领域,并为超连续谱产生和低相干成像提供了强大的宽带源路径。
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引用次数: 0
All-solid dual-core fiber design for dual-wavelength 1–2 µm control-signal switching of ultrafast pulses 全固体双芯光纤设计,用于双波长1-2µm的超快脉冲控制信号切换
IF 2.7 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-25 DOI: 10.1016/j.yofte.2025.104449
Mattia Longobucco , Dariusz Pysz , Ryszard Buczyński , Ignác Bugár
This study optimizes a dual-core fiber (DCF) design for femtosecond nonlinear dual-wavelength switching applications at 1030 nm (control pulse, CP) and 2000 nm (signal pulse, SP). Building on prior works in the C-band, we address CP-SP temporal synchronization, fabrication challenges, and functional enhancements. The DCF composes lead-silicate PBG-08 glass for the cores and borosilicate UV-710 glass for the cladding, for the purpose of high refractive index contrast, strong nonlinear interaction, and extended transmission beyond the near infrared. Core diameter (2.4 μm) and spacing (3.9 μm) were tuned for improved dispersion, coupling, and synchronization within a compact 1 cm length. We developed a novel fabrication approach to maintain circular core shapes and minimize asymmetry, improving consistency and applicability of previous DCF designs. We analyzed effects of ±0.2 μm core ellipticity, finding minimal impact on group velocity and coupling length. The key importance characteristics of the optimized design promises higher switching contrast, reduced signal pulse distortions and extended wavelength range toward the mid-infrared. These predictions enhance the application potential of the analyzed specialty DCF in telecommunications, imaging, and sensing applications.
本研究优化了双芯光纤(DCF)设计,用于1030 nm(控制脉冲,CP)和2000 nm(信号脉冲,SP)的飞秒非线性双波长开关应用。在c波段先前工作的基础上,我们解决了CP-SP的时间同步、制造挑战和功能增强。DCF芯部采用铅硅酸PBG-08玻璃,包层采用硼硅酸UV-710玻璃,具有高折射率对比、强非线性相互作用和近红外外透射的特点。通过调整芯直径(2.4 μm)和间距(3.9 μm),可以在紧凑的1厘米长度内改善色散、耦合和同步。我们开发了一种新颖的制造方法,以保持圆芯形状并最大限度地减少不对称性,提高先前DCF设计的一致性和适用性。我们分析了±0.2 μm核椭圆度对群速度和耦合长度的影响,发现影响最小。优化设计的关键特征是更高的开关对比度,减少信号脉冲失真,并向中红外方向扩展波长范围。这些预测增强了所分析的专业DCF在电信、成像和传感应用中的应用潜力。
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引用次数: 0
Super-resolution focusing performance of different modes in optical fiber based on vector diffraction far-field 基于矢量衍射远场的光纤不同模式超分辨聚焦性能研究
IF 2.7 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-25 DOI: 10.1016/j.yofte.2025.104453
Xiaojie Guo , Boyi Yang , Yinghao Guo , Guobin Ren
Stimulated emission depletion microscopy (STED) can break through diffraction limit to achieve super-resolution imaging, and it is currently applied in the forefront of biomedical and other fields. In this work, a super-resolution tight focusing theoretical model of STED beam generated by optical fiber is established based on far-field diffraction and Richards-Wolf vector diffraction theory. The tight focusing characteristics of different mode representations in optical fiber are researched systematically. Meanwhile, the effects of different modes on resolution of STED imaging system are revealed. Here, it is reported that low-order vector TE01 mode and orbital angular momentum (OAM) mode with topological charge number l of ±1 after being focused by a high NA objective lens, produces a ring-shaped depletion beam with good quality. The full width at half maximum (FWHM) of TE01 mode at radial light intensity is approximately 440 nm, and the achievable imaging system resolution is about 54 nm at visible wavelength. These results provide theoretical guidance for building super-resolution imaging systems with optical devices.
受激发射耗尽显微镜(STED)可以突破衍射极限实现超分辨率成像,目前应用于生物医学等领域的前沿。本文基于远场衍射和Richards-Wolf矢量衍射理论,建立了光纤STED光束的超分辨紧密聚焦理论模型。系统地研究了光纤中不同模式表示的紧密聚焦特性。同时,揭示了不同模式对STED成像系统分辨率的影响。本文报道了低阶矢量TE01模式和拓扑电荷数l为±1的轨道角动量(OAM)模式经高NA物镜聚焦后,产生质量较好的环形耗尽光束。TE01模式在径向光强下的半最大全宽度(FWHM)约为440 nm,在可见光波段可实现的成像系统分辨率约为54 nm。这些结果为利用光学器件构建超分辨率成像系统提供了理论指导。
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引用次数: 0
Tunable erbium laser with intracavity optical filter based on tapered fiber 基于锥形光纤腔内滤光器的可调谐铒激光器
IF 2.7 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-25 DOI: 10.1016/j.yofte.2025.104457
Andrei V. Shirmankin , Vladimir A. Kamynin , Andrei D. Zverev , Denis A. Guryev , Yuriy G. Gladush , Dmitry V. Krasnikov , Albert G. Nasibulin , Vladimir B. Tsvetkov
We have demonstrated a tunable erbium-doped ring fiber laser using an intracavity optical filter based on a tapered fiber. By adjusting the optical filter, we were able to tune the laser’s central wavelength. The tapered fiber was created from a commercially available single-mode optical fiber using the Vytran GPX 3400 setup. Thin films of aerosol CVD-synthesized single-walled carbon nanotubes were used to achieve mode locking with a pulse duration of up to 1 picosecond. We compared three tapered fibers with different waist diameters and demonstrated continuous tuning of the laser wavelength over a range of 8.5 nm while maintaining stable mode locking.
我们演示了一种可调谐掺铒环形光纤激光器,该激光器采用基于锥形光纤的腔内滤光片。通过调整滤光片,我们能够调整激光的中心波长。锥形光纤由市售的单模光纤制成,使用Vytran GPX 3400装置。利用气溶胶cvd合成的单壁碳纳米管薄膜实现了脉冲持续时间高达1皮秒的模式锁定。我们比较了三种不同腰径的锥形光纤,并演示了在8.5 nm范围内连续调谐激光波长,同时保持稳定的模式锁定。
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引用次数: 0
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Optical Fiber Technology
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