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ANFIS-based controlled spherical rotator with quadrant photodiode to improve position detection accuracy 基于 ANFIS 的带象限光电二极管的受控球形旋转器,可提高位置检测精度
IF 2.3 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-10-04 DOI: 10.1049/ote2.12127
Bing-Yuh Lu

The authors aim to build a theoretical system for calibrating the position detection of a single quadrant photodiode (QPD) attached to 2D rotators and to suppress noise using a Sugeno-type fuzzy inference system. According to the results, if the original ANFIS network (NWo) is trained under the conditions of resolution (rso), traing samples (No), and the possibility of random noise (po) and presented as {original, rso, No, po}, with the #X testing case presented as {case #X, rsx, Nx, px}, case #X is expected to be the all-pass case of the two root-mean-squared error criteria under the conditions of rsx ≥ rso and px ≤ po. Thus, the measurement accuracy is improved without tracking historical data. Furthermore, the two conditions indicate the limitations of the proposed ANFIS-based method. These conditions can be employed to save time and money. If a company produces many types of QPD rotators with different values of rs, the engineers can optimise the design to train the ANFIS network with only one case with the smallest rs and a larger p for all types of QPD rotators with any value of rs and p. This demonstrates the potential industrial application of the proposed method.

The cover image is based on the Article ANFIS-based controlled spherical rotator with quadrant photodiode to improve position detection accuracy by Bing-Yuh Lu et al., https://doi.org/10.1049/ote2.12127.

作者旨在建立一个理论系统,用于校准连接到二维旋转器上的单象限光电二极管(QPD)的位置检测,并使用菅类模糊推理系统抑制噪声。结果表明,如果在分辨率(rso)、跟踪样本(No)和随机噪声(po)的可能性条件下训练原始 ANFIS 网络(NWo),并将其表示为{原始,rso,No,po},将 #X 测试案例表示为{案例 #X,rsx,Nx,px},则在 rsx ≥ rso 和 px ≤ po 的条件下,案例 #X 预计是两个均方根误差标准的全通案例。因此,在不跟踪历史数据的情况下,测量精度得到了提高。此外,这两个条件也表明了基于 ANFIS 方法的局限性。利用这些条件可以节省时间和金钱。如果一家公司生产多种具有不同 rs 值的 QPD 旋转器,工程师可以优化设计,对具有任意 rs 值和 p 值的所有类型 QPD 旋转器只训练一种具有最小 rs 和较大 p 的 ANFIS 网络。
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引用次数: 0
An unsupervised coherent receiver digital signal processing algorithm based on spectral clustering with no data preamble 基于无数据前导频谱聚类的无监督相干接收器数字信号处理算法
IF 2.3 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-22 DOI: 10.1049/ote2.12124
Jianhua He, Yueying Zhan, Haoyuan Pan, Hui Peng

A coherent optical receiver digital signal processing (DSP) scheme is proposed based on spectral clustering, which utilises spectral clustering to cluster the signals outputted by the DSP. Compared to existing blind DSP algorithms for coherent optical receivers operating at over 100Gbps with PM-mQAM, the proposed scheme effectively suppresses various physical impairments, achieving lower bit error rates (BERs) at the same transmission distance, thus enabling longer transmission distances under the same forward error correction threshold. Furthermore, simulations of the proposed scheme on a 14GBaud PM-16QAM coherent optical transmission system show that, at a BER of 1.9E-2, the maximum transmission distance increases from 1700 to 2000 km, and at a BER of 3.8E-3, it increases from 700 to 900 km.

提出了一种基于频谱聚类的相干光接收机数字信号处理(DSP)方案,该方案利用频谱聚类对 DSP 输出的信号进行聚类。与采用 PM-mQAM 的相干光接收器在超过 100Gbps 速率下运行的现有盲 DSP 算法相比,所提出的方案能有效抑制各种物理损伤,在相同传输距离下实现更低的误码率(BER),从而在相同的前向纠错阈值下实现更长的传输距离。此外,拟议方案在 14GBaud PM-16QAM 相干光传输系统上的仿真表明,在误码率为 1.9E-2 时,最大传输距离从 1700 公里增加到 2000 公里;在误码率为 3.8E-3 时,最大传输距离从 700 公里增加到 900 公里。
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引用次数: 0
Continuous wave operation of broad area and ridge waveguide laser diodes at 626 nm 626 纳米波长下宽面积波导和脊波导激光二极管的连续波运行
IF 2.3 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-21 DOI: 10.1049/ote2.12125
Felix Mauerhoff, Oktay Senel, Hans Wenzel, André Maaßdorf, Jos Boschker, Johannes Glaab, Katrin Paschke, Günther Tränkle

The authors present continuous wave (CW) high-power broad area and ridge waveguide lasers with laser emission at 626 nm at room temperature. For this, the authors employ GaAs-based diode lasers in the AlGaInP system for laser emission at 626 nm at room temperature. The laser structure is grown on three-inch wafers by metal organic vapour phase epitaxy. Broad area and ridge waveguide lasers are fabricated. Pulsed broad area laser characterisation on bar level shows laser operation at 20 C heat sink temperature. The authors measured peak lasing wavelengths as short as 625 nm and total maximum output power of both facets up to 1.4 W at an injection current of 2 A. Both, broad area and ridge waveguide lasers show laser operation and CW excitation at room temperature. The ridge waveguide lasers emit output powers of over 90 mW at 626 nm at a maximum injection current of 200 mA with a nearly diffraction-limited beam profile.

作者介绍了在室温下以 626 nm 波长发射激光的连续波 (CW) 高功率宽面积和脊波导激光器。为此,作者在 AlGaInP 系统中采用了基于砷化镓的二极管激光器,以实现室温下 626 纳米波长的激光发射。激光器结构是通过金属有机气相外延法在三英寸晶圆上生长出来的。制造出了宽面积激光器和脊波导激光器。条状水平上的脉冲宽面积激光器特性显示,激光器在 20 C 散热片温度下工作。作者测量到的激光峰值波长短至 625 nm,在注入电流为 2 A 时,两个面的总最大输出功率高达 1.4 W。在最大注入电流为 200 mA 时,脊波导激光器在 626 nm 波长处的输出功率超过 90 mW,光束轮廓接近衍射极限。
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引用次数: 0
Experimental analysis of reducing outage probability using deep interleaving for long-distance free space optical systems 利用深度交织降低长距离自由空间光学系统中断概率的实验分析
IF 2.3 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-16 DOI: 10.1049/ote2.12122
Yunfan Chang, Shanyong Cai, Liqian Wang, Haojie Zhang, Zhiguo Zhang

Free space optical communication (FSO) has become a popular research direction due to its high bandwidth, easy deployment, and inherent security. Its channel state is unstable because of atmospheric environment, especially in long-distance ground transmission system. Interleaving combined with forward error correction coding (FEC) have been utilised to improve the stability of system. However, there is little detailed experimental results of deep interleaving combined with FEC under different atmospheric turbulence intensity over long-distance FSO system. A deep interleaving with FEC method was designed and implemented on a 7 km long online experiment. The performance of different depth interleaving is analysed under weak and strong atmospheric turbulence state. The experiment results show that deep interleaving performs better under weak turbulence for the larger correlation factor of the channel and the outage probability of the system with deep interleaving can be greatly reduced.

自由空间光通信(FSO)因其高带宽、易于部署和固有的安全性而成为热门研究方向。由于大气环境的影响,其信道状态并不稳定,尤其是在长距离地面传输系统中。人们利用交错与前向纠错编码(FEC)相结合的方法来提高系统的稳定性。然而,在长距离 FSO 系统中,不同大气湍流强度下深度交织与前向纠错编码相结合的详细实验结果很少。我们设计了一种深度交织与 FEC 方法,并在 7 公里长的在线实验中实施。分析了不同深度交织在弱和强大气湍流状态下的性能。实验结果表明,在弱湍流条件下,由于信道的相关系数较大,深度交织的性能更好,采用深度交织的系统的中断概率可以大大降低。
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引用次数: 0
Application of machine learning for signal recognition in distributed fibre optic acoustic sensing technology 在分布式光纤声学传感技术中应用机器学习进行信号识别
IF 2.3 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-21 DOI: 10.1049/ote2.12120
Yage Zhan, Lirui Liu, Kehan Li

Coherent Rayleigh scattering-based distributed fibre optic sensing technology enables real-time acquisition of vibration and acoustic information along the optical fibres. However, the complexity of monitoring environments often leads to false alarms and missed detections during the process of information source identification with distributed acoustic sensing (DAS). Therefore, it becomes crucial to effectively extract meaningful signal features and perform accurate pattern recognition in the presence of external noise disturbance. The authors provide a comprehensive review of signal feature extraction and pattern recognition techniques applied in DAS technology. After introducing the fundamentals of DAS, specific applications are considered, and the following techniques have been analysed and compared: feature extraction algorithms based on wavelet decomposition, feature extraction schemes utilising other decomposition models, traditional recognition classifiers, and neural network-based recognition classifiers using deep learning. The advantages and limitations of each scheme are discussed, along with their potential applications in various scenarios. The aim is to provide insights into the latest technologies in signal processing and pattern recognition for DAS, fostering further advancements in this field.

基于相干瑞利散射的分布式光纤传感技术能够沿光纤实时采集振动和声学信息。然而,由于监测环境的复杂性,在分布式声学传感(DAS)的信息源识别过程中,经常会出现误报和漏检。因此,在存在外部噪声干扰的情况下,有效提取有意义的信号特征并进行准确的模式识别变得至关重要。作者全面回顾了应用于 DAS 技术的信号特征提取和模式识别技术。在介绍了 DAS 的基本原理之后,考虑了具体的应用,并对以下技术进行了分析和比较:基于小波分解的特征提取算法、利用其他分解模型的特征提取方案、传统的识别分类器和基于神经网络的深度学习识别分类器。讨论了每种方案的优势和局限性,以及它们在各种场景中的潜在应用。其目的是让人们深入了解用于 DAS 的信号处理和模式识别的最新技术,促进该领域的进一步发展。
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引用次数: 0
Numerical simulation of a novel high performance solid-state dye-sensitised solar cell based on N719 dye 基于 N719 染料的新型高性能固态染料敏化太阳能电池的数值模拟
IF 2.3 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-06 DOI: 10.1049/ote2.12118
George G. Njema, Joshua K. Kibet, Nicholas Rono, Chinedu C. Ahia

Among the emerging photovoltaic technologies, solid-state dye-sensitised solar cells (ssDSSCs) have attracted considerable interest due to their cost-effective production, adjustable characteristics, and potential for lightweight and flexible applications. Nevertheless, achieving efficiencies comparable to established technologies, such as perovskite and silicon-based solar devices, have proven challenging. Herein, the device structure, Pt/PEDOT: PSS/N719 dye/PC61BM/ITO is investigated theoretically using the solar cell capacitance simulator (SCAPS-1D). Groundbreaking advancement is introduced in ssDSSC design, achieving remarkable theoretical power conversion efficiency of 20.73%, surpassing the performance reported in traditional dye-based solar cell technologies. The model ssDSSC demonstrates an exceptional Fill factor of 86.64%, indicating efficient current collection; along with a modest short-circuit current density (Jsc) of 22.38 mA/cm2 and an impressive open-circuit voltage (Voc) of 1.0691 V, highlighting efficient light absorption and charge separation. Mott–Schottky capacitance analysis and parasitic resistances (series and shunt) have been thoroughly discussed. Despite the fact that only numerical simulation is involved, the proposed ssDSSCs structure gives insights into the fabrication of a highly efficient solar cell that can be injected into the production workflow in order to advance the photovoltaic technology of the solid-state DSSC.

在新兴光伏技术中,固态染料敏化太阳能电池(ssDSSC)因其生产成本低廉、特性可调、具有轻便灵活的应用潜力而备受关注。然而,要实现与现有技术(如过氧化物和硅基太阳能装置)相当的效率,已被证明具有挑战性。在此,我们提出了一种器件结构--Pt/PEDOT:PSS/N719 染料/PC61BM/ITO)进行了理论研究。在 ssDSSC 设计方面取得了突破性进展,实现了 20.73% 的显著理论功率转换效率,超越了传统染料太阳能电池技术的性能。模型 ssDSSC 的填充因子高达 86.64%,显示出高效的电流收集能力;同时,其短路电流密度 (Jsc) 为 22.38 mA/cm2,开路电压 (Voc) 为 1.0691 V,表现出高效的光吸收和电荷分离能力。对莫特-肖特基电容分析和寄生电阻(串联和并联)进行了深入讨论。尽管只涉及数值模拟,但所提出的 ssDSSCs 结构为高效太阳能电池的制造提供了启示,可将其纳入生产工作流程,从而推动固态 DSSC 光电技术的发展。
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引用次数: 0
In pursuit of high-fidelity waveguide imaging restoration using deep learning algorithms: A review 利用深度学习算法追求高保真波导成像复原:综述
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-05-22 DOI: 10.1049/ote2.12113
Ruiqi Zhou, Yang Yang, Jiong Xiao, Zihang Liu, Feifei Hao, Jinwei Zeng, Jian Wang

Waveguide imaging is considered as one of the most important and widely used techniques in biomedical endoscopic applications. Recently, many attempts have been made to develop ever miniaturised in vivo imaging devices for minimally invasive clinical inspections. However, miniaturisation implies using a smaller optical aperture waveguide, which may introduce pixilation artefacts and pixel-to-pixel distortion to deteriorate overall imaging quality. To overcome the constraints imposed by miniaturised waveguides, the deep learning algorithms can be an effective tool to cure the imaging distortion via post-processing, which already had encouraging results in many scenes of automatic machine-learnt imaging restoration. The authors introduce the waveguide imaging transmission and the restoration algorithms, and then discuss their possible combinations. The results show that the integration of advanced waveguides and optimised algorithms can achieve unprecedented imaging restoration than before. In the future, in order to fill the need for high-quality reconstructed images, we should not only improve ability of software to optimise restoration algorithms but also correspondingly concern hardware progress in waveguides. The practical sense of it is to help researchers better master and take advantage of these combinations to make next generation high-fidelity endoscopes.

波导成像被认为是生物医学内窥镜应用中最重要、最广泛的技术之一。最近,许多人都在尝试开发用于微创临床检查的微型活体成像设备。然而,微型化意味着使用更小的光学孔径波导,这可能会带来像素伪影和像素间失真,从而降低整体成像质量。为了克服波导小型化带来的限制,深度学习算法可以成为通过后处理消除成像失真的有效工具,这在许多自动机器学习成像修复场景中已经取得了令人鼓舞的成果。作者介绍了波导成像传输和修复算法,然后讨论了它们可能的组合。结果表明,先进的波导和优化的算法相结合,可以实现前所未有的成像修复效果。未来,为了满足对高质量重建图像的需求,我们不仅要提高软件优化修复算法的能力,还要相应关注波导的硬件进步。其实际意义在于帮助研究人员更好地掌握和利用这些组合,制造出下一代高保真内窥镜。
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引用次数: 0
Investigating changes in the electric field profiles of transverse modes in fibres due to bending 研究纤维中横向模式的电场分布因弯曲而发生的变化
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-05-15 DOI: 10.1049/ote2.12117
Sajjad Vazeerpour, Mahdi Shayganmanesh, Davoud Dorranian

A model is presented for calculating the electric field profiles of transverse modes in fibres. Using this model, the electric field propagation of transverse modes was calculated and compared in both bent and straight Yb and Ho fibres. Our simulations revealed that the field intensities of the modes did not consistently increase or decrease by bending as expected, but rather fluctuated as the bending radii of the fibres changed from 1 to 100 cm. Additionally, it was observed that at certain bending radii, the modes of the fibres became deformed and transitioned into higher modes. Furthermore, the extent to which the modes stretched towards cladding due to bending was calculated. To provide a more comprehensive analysis of the results and investigate the effects of the physical parameters of the fibres on the bent fibre modes, simulation results were presented for two different V numbers and core radii.

本文提出了一个用于计算纤维中横向模式电场剖面的模型。利用该模型,我们计算了横向模式的电场传播,并对弯曲和笔直的掺镱光纤和掺氦光纤进行了比较。我们的模拟结果表明,模式的电场强度并没有像预期的那样因弯曲而持续增大或减小,而是随着光纤弯曲半径从 1 厘米到 100 厘米的变化而波动。此外,我们还观察到,在某些弯曲半径下,纤维的模式会发生变形,并过渡到更高的模式。此外,还计算了由于弯曲而向包层拉伸的模式程度。为了对结果进行更全面的分析,并研究纤维的物理参数对弯曲纤维模式的影响,我们提供了两种不同 V 数和纤芯半径的模拟结果。
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引用次数: 0
Research on vibration pattern recognition based on phase-sensitive optical time domain reflectometry and voting fully convolution neural networks 基于相敏光学时域反射测量和投票全卷积神经网络的振动模式识别研究
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-05-09 DOI: 10.1049/ote2.12116
Yunhong Liao, Ke Li, Yandong Gong

A method that combines phase-sensitive optical time domain reflectometry with deep learning to construct new voting fully convolution neural networks (VoteFCNs) is proposed. Compared to the traditional convolutional network, the VoteFCN can be input with data of random size and requires less parameters so that the training speed can be improved greatly. The recognition results can be more accurate and more reliable if we use classification voting count and average recognition rate as the criteria to judge network training quality. At last, the training and identification were conducted by simulating such several disturbance events: walking, raining, climbing fence, hammering the ground optical fibre and normal outdoor environments. The results show that the average test accuracy of this method is about 93.4%.

本文提出了一种将相位敏感光学时域反射测量法与深度学习相结合,构建新型投票全卷积神经网络(VoteFCN)的方法。与传统的卷积网络相比,投票全卷积神经网络可以输入随机大小的数据,所需的参数更少,因此可以大大提高训练速度。如果以分类投票数和平均识别率作为判断网络训练质量的标准,识别结果会更准确、更可靠。最后,通过模拟行走、下雨、攀爬栅栏、敲击地面光纤和正常室外环境等几种干扰事件进行了训练和识别。结果表明,该方法的平均测试准确率约为 93.4%。
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引用次数: 0
Point-to-point intensity modulation and direct detection flexible transceivers incorporating cascaded inverse fast fourier transform/fast fourier transform-based multi-channel aggregation/de-aggregation techniques 采用级联反快速傅里叶变换/基于快速傅里叶变换的多通道聚合/去聚合技术的点对点强度调制和直接检测柔性收发器
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-02-27 DOI: 10.1049/ote2.12115
Lin Chen, Xinyu Wang, Wei Jin, Xiaoyu Huang, Gang Yang, Mingyang Jiang, Jianming Tang

Point-to-point (P2P) flexible transceivers are the key technical enabler to cost-effectively offer fast, dynamic, and ‘just-the-right-size’ ultra-dense P2P connectivity for various applications including remote equipment control and distributed fibre networks. However, existing flexible transceivers originally designed for hub-and-spoke traffic patterns are sub-optimal. To effectively address such technical issue, a P2P flexible transceiver incorporating a cascaded inverse fast fourier transform/fast fourier transform-based multi-channel aggregation/de-aggregation technique and analogue in-phase and quadrature (IQ) mixers is proposed and numerically evaluated in a 56Gbps@20 km intensity modulation and direct detection transmission system. The proposed P2P flexible transceivers not only support adaptive and flexible variations in both channel count and channel line rate but also offer additional physical layer network security.

点对点(P2P)灵活收发器是为远程设备控制和分布式光纤网络等各种应用提供快速、动态和 "恰到好处 "的超密集 P2P 连接的关键技术。然而,现有的灵活收发器最初是为集线器和辐条流量模式设计的,并不理想。为有效解决这一技术问题,我们提出了一种 P2P 柔性收发器,它采用了基于级联快速傅立叶变换/快速傅立叶变换的多通道聚合/去聚合技术和模拟同相正交(IQ)混频器,并在 56Gbps@20 千米强度调制和直接检测传输系统中进行了数值评估。所提出的 P2P 灵活收发器不仅支持信道数和信道线速的自适应灵活变化,还提供了额外的物理层网络安全性。
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引用次数: 0
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Iet Optoelectronics
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