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Remote Sensing Image Fusion Based on Non-Negative Matrix Decomposition and Non-Subsampled Shear Wave Transform 基于非负矩阵分解和非下采样横波变换的遥感图像融合
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-01-01 DOI: 10.12677/oe.2023.132008
继晴 曹
This article proposes an image fusion method based on non-negative matrix factorization (NMF) and non-subsampled shearlet transform (NSST). The method combines NMF and NSST to extract the common and structural information of images, resulting in clearer, more natural, and accurate image fusion results. Specifically, we use NMF to decompose multiple input images and obtain their common and individual parts. Through the decomposition of NMF, the original image can be represented as a product of a non-negative matrix V , which contains the pixel values of the original image and several columns representing the basis matrix of the image. In our method, the common part corresponds to the information shared by the images, while the individual part corresponds to the individual features of the images. Then, we use NSST to decompose the common and individual parts to obtain image information at different scales and orientations. NSST is a multiscale analysis method based on shearlet transform, which can preserve the structural information of the image and suppress the pseudo-Gibbs phenomenon. Finally, we fuse the common and individual parts processed by NSST separately to obtain an output image that integrates the details and features of the image. This fusion method can handle images of different types, sizes, and resolutions well and performs well in processing complex situations. To verify the performance of the proposed method, we conducted experiments on different datasets and compared them with other commonly used image fusion methods. The experimental results show that the proposed method achieves good fusion effects. Therefore, the method proposed in this article has a wide range of application prospects in the field of image fusion.
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引用次数: 0
Implementation of optical neural network based on Mach–Zehnder interferometer array 基于Mach-Zehnder干涉仪阵列的光神经网络实现
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-11-23 DOI: 10.1049/ote2.12086
Yanan Du, Kang Su, Xinxin Yuan, Tuo Li, Kai Liu, Hongtao Man, Xiaofeng Zou

Compared with electrons, photons have the potential to realise ultra-high speed operations because of its unique high speed and high parallelism. In recent years, there have been many researches on neural networks using optical hardware. The Mach–Zehnder interferometer (MZI) and micro-ring resonator (MRR) are commonly used as optical devices to realise linear operation units in optical neural networks (ONN). MZI has the advantages of simple fabrication, high sensitivity, and easy integration, which has attracted the attention of researchers. We summarise the implementation methods of ONN matrix multiplication based on MZI, the implementation methods of non-linear activation, and the on-chip training methods. We first summarise the researches on matrix multiplication of ONN based on MZI. Three kinds of MZI grid decomposition methods, Fast Fourier Transform (FFT) grid structures, and the corresponding derivation processes are introduced, respectively. Then, several experimental implementations of ONN based on MZI are summarised, and the characteristics of optical processors fabricated in these references are analysed. Finally, the realisation methods of non-linear activation and on-chip training of silicon ONN are introduced, respectively.

与电子相比,光子以其独特的高速度和高并行性,具有实现超高速运算的潜力。近年来,利用光学硬件对神经网络进行了大量的研究。Mach-Zehnder干涉仪(MZI)和微环谐振器(MRR)是实现光神经网络(ONN)中线性运算单元的常用光学器件。MZI具有制作简单、灵敏度高、易于集成等优点,引起了研究者的广泛关注。总结了基于MZI的ONN矩阵乘法的实现方法、非线性激活的实现方法和片上训练方法。本文首先综述了基于MZI的ONN矩阵乘法的研究。分别介绍了三种MZI网格分解方法、快速傅里叶变换(FFT)网格结构以及相应的推导过程。然后,总结了几种基于MZI的ONN实验实现,并分析了这些文献中制作的光处理器的特性。最后分别介绍了硅ONN的非线性激活和片上训练的实现方法。
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引用次数: 3
Electrophoretic deposited gold nanoparticle thin film on silver substrate 电泳法在银衬底上沉积金纳米颗粒薄膜
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-11-16 DOI: 10.1049/ote2.12085
Samira Hosseingholilou, Davoud Dorranian

Effects of the deposition time and voltage on the characteristics of gold nanoparticles (NPs) thin films, prepared by the electrophoretic deposition (EPD) method on the silver substrate, were investigated experimentally. Au NPs were synthesised using the pulsed laser ablation method in distilled water. The suspended solution of the gold NPs was used as the electrolyte of EPD. An irradiation was carried out by the fundamental wavelength of a Q-switched NdYAG laser at 1064 nm and 7 ns pulse width. The electrophoretic deposition apparatus consisted of two 2 × 2 cm pieces of silver plates as the electrodes. They were immersed in parallel with a 7 mm gap in the gold NP suspension. Five samples of gold NP thin films were prepared at different deposition times and applied voltages. Results show that the roughness, thickness and surface quality of EPD prepared thin films can be strongly controlled by the deposition time and applied voltage. The thickness of deposited films was dependent on the voltage of deposition in which their roughness was increased with increasing the deposition time. Furthermore, the reflection of deposited films was affected by the surface roughness.

实验研究了电泳沉积(EPD)法制备金纳米颗粒(NPs)薄膜的时间和电压对其性能的影响。采用脉冲激光烧蚀法在蒸馏水中合成了金纳米粒子。金纳米粒子悬浮液作为EPD的电解液。采用调q NdYAG激光器基波长1064 nm,脉宽7 ns进行辐照。电泳沉积装置由两块2 × 2 cm的银片作为电极组成。它们被平行浸入金NP悬浮液的7毫米间隙中。在不同的沉积时间和施加电压下制备了5个金NP薄膜样品。结果表明,沉积时间和施加电压对制备的EPD薄膜的粗糙度、厚度和表面质量有很强的控制作用。沉积膜的厚度与沉积电压有关,其粗糙度随沉积时间的增加而增加。此外,沉积膜的反射也受到表面粗糙度的影响。
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引用次数: 0
Design of a dual spider-shaped surface plasmon resonance-based refractometric sensor with high amplitude sensitivity 基于双蜘蛛形表面等离子体共振的高振幅灵敏度折射传感器的设计
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-11-15 DOI: 10.1049/ote2.12084
Mohammad Rakibul Islam, Md Moinul Islam Khan, Fariha Mehjabin, Jubair Alam Chowdhury, Mohibul Islam, Ahmad Jarif Yeasir, Jannat Ara Mim, Tajuddin Ahmed Nahid

This study presents an investigation on the performance of the sensitivity of a dual spider-shaped surface plasmon resonance (SPR)-based photonic crystal fibre (PCF) refractive index sensor having unique design specifications. To evaluate the fibre guiding properties, Finite Element Method is used for utilising the monetarily accessible COMSOL Multiphysics version 5.3a. A gold layer has been used as the plasmonic material surrounding the fibre to ensure chemical stability, and a single fine coating of TiO2 supported the improvement of gold attachment with the fibre. The structural air holes' design arrangement inside the PCF gives an enhanced sensitivity performance. The proposed PCF-SPR gives extremely reduced confinement losses. Numerous precise investigations on the fibre parameters show the highest amplitude sensitivity of 4233 RIU−1 in detecting the scope of the refractive index (RI) 1.32–1.41. 2.36 × 10−6 and 1.18 × 10−5 and are achieved as amplitude resolution and wavelength resolution, respectively. The highest confinement loss found for this sensor is recorded to be 6.22 dB/cm. The RI sensor can lead to the exact identification of organic chemicals and biological analytes for the proposed design specifications, providing good sensitivity with significantly reduced confinement loss.

本文研究了一种基于双蜘蛛形表面等离子体共振(SPR)的光子晶体光纤(PCF)折射率传感器的灵敏度性能。为了评估纤维的导向性能,我们使用了有限元法来利用可购买的COMSOL Multiphysics版本5.3a。在纤维周围使用了一层金作为等离子体材料,以确保其化学稳定性,并且单一的二氧化钛精细涂层支持了金与纤维的附着力的改善。结构气孔在PCF内部的设计布置提高了灵敏度。所提出的PCF-SPR极大地降低了约束损耗。对光纤参数的大量精确研究表明,在探测折射率(RI)为1.32-1.41的范围时,最高的幅度灵敏度为4233 RIU−1。分别为2.36 × 10−6和1.18 × 10−5,分别为振幅分辨率和波长分辨率。该传感器的最高约束损耗记录为6.22 dB/cm。RI传感器可以精确识别有机化学品和生物分析物,以满足所提出的设计规范,提供良好的灵敏度,显著降低限制损失。
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引用次数: 3
Silicon integrated frequency-tunable microwave photonic bandpass filter 硅集成频率可调谐微波光子带通滤波器
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-11-15 DOI: 10.1049/ote2.12087
Yuhan Yao, Yuhe Zhao, Jianji Dong, Xinliang Zhang

Microwave photonic filters have been regarded as an alternative to traditional radio-frequency filters because of their wide bandwidth and large tunability. Integrated microwave photonic filters can integrate all necessary components into a single chip and are highly demanded for future radio-frequency applications. Here, a highly integrated frequency-tunable microwave photonic bandpass filter based on a silicon platform is proposed and demonstrated. The integrated filter consists of a phase modulator, four cascaded microring resonators and a photodetector. The frequency-tunable range of the integrated filter is from 6.1 to 35.9 GHz, and the reconfigurable bandwidth is from 0.22 to 0.54 GHz. A large spurious free dynamic range of 102.1 dB Hz2/3 is obtained. This highly integrated approach holds great promise for miniaturised, flexible, and high-performance microwave signal processing in modern radar and communication systems.

微波光子滤波器由于其宽带宽和大可调性而被认为是传统射频滤波器的替代品。集成微波光子滤波器可以将所有必要的元件集成到单个芯片中,在未来的射频应用中具有很高的需求。本文提出并演示了一种基于硅平台的高集成度频率可调微波光子带通滤波器。该集成滤波器由一个相位调制器、四个级联微环谐振器和一个光电探测器组成。集成滤波器的频率可调范围为6.1 ~ 35.9 GHz,可重构带宽为0.22 ~ 0.54 GHz。得到102.1 dB Hz2/3的无杂散动态范围。这种高度集成的方法为现代雷达和通信系统中的小型化、灵活和高性能微波信号处理提供了巨大的希望。
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引用次数: 3
VCSEL quick fabrication of 894.6 nm wavelength epi-material for miniature atomic clock applications 微型原子钟用894.6 nm波长外溢材料的VCSEL快速制备
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-11-11 DOI: 10.1049/ote2.12082
Jack Baker, Craig. P. Allford, Sara. Gillgrass, Tomas. Peach, James Meiklejohn, Curtis Hentschel, Wyn Meredith, Denise Powell, Tracy Sweet, Mohsin Haji, J. Iwan Davies, Samuel Shutts, Peter M. Smowton
A vertical cavity surface emitting laser (VCSEL) quick fabrication (VQF) process is applied to epitaxial materials designed for miniature atomic clock applications (MACs). The process is used to assess material quality and uniformity of a full 100 mm (4 ‐ inch) wafer against the stringent target specification of VCSELs for MACs. Target specifications in optical power ( > 0.6 mW) and differential efficiencies ( < 0.5 W/A) are achieved over large portions of a wafer; however, the variation in the oxide aperture diameter is shown to limit the yield. The emission of the fundamental mode
将垂直腔面发射激光(VCSEL)快速制造(VQF)工艺应用于微型原子钟外延材料设计。该工艺用于评估整个100毫米(4英寸)晶圆的材料质量和均匀性,以满足mac的vcsel严格的目标规格。在晶圆的大部分上实现了光功率(> 0.6 mW)和差分效率(< 0.5 W/A)的目标规格;然而,氧化物孔径直径的变化限制了产率。基模的发射
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引用次数: 0
Understanding and evaluating the mean photon energy and the external quantum efficiency of light-emitting diodes 理解和评价发光二极管的平均光子能量和外量子效率
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-11-08 DOI: 10.1049/ote2.12083
Ilgyu Choi, Sangjin Min, Jong-In Shim, Dong-Soo Shin

The mean photon energy of a light-emitting diode (LED) as recently defined in the IEC standard is theoretically examined. It is pointed out that defining the mean photon energy as an arithmetic mean of photon energies in the emission spectrum is crucial in decomposing the power efficiency of an LED into the voltage efficiency and the external quantum efficiency (EQE). The mean photon energy thus defined and the photon energy calculated from the more convenient peak wavelength in the spectrum are then evaluated and compared for blue and red LED samples. The EQEs of the blue and red LEDs are subsequently obtained, demonstrating that the EQE values from the peak photon energy have small errors within 0.5%p of the true EQE values. The current work presents useful criteria in substituting the EQE value calculated from the peak wavelength for the true EQE value using the mean photon energy for both the blue and red LEDs.

从理论上考察了最近在IEC标准中定义的发光二极管(LED)的平均光子能量。指出将平均光子能量定义为发射光谱中光子能量的算术平均值是将LED的功率效率分解为电压效率和外量子效率的关键。由此定义的平均光子能量和从光谱中更方便的峰值波长计算的光子能量,然后对蓝色和红色LED样品进行评估和比较。结果表明,从峰值光子能量得到的EQE值与真实EQE值误差较小,误差在0.5%p以内。目前的工作提出了有用的标准,用平均光子能量代替从峰值波长计算的EQE值来代替真正的EQE值,用于蓝色和红色led。
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引用次数: 0
Probe pulse design in Brillouin optical time-domain reflectometry 布里渊光时域反射计中的探针脉冲设计
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-10-10 DOI: 10.1049/ote2.12081
Mupeng Li, Tianhua Xu, Shuang Wang, Wenxiu Hu, Junfeng Jiang, Tiegen Liu

Brillouin optical time-domain reflectometry (BOTDR) is a branch of distributed fibre-optic sensors, and it can measure the strain and the temperature information, localised by the return time of the probe pulse, along the fibre based on the spontaneous Brillouin scattering process. Parameters of the BOTDR system, including the spatial resolution, the signal-to-noise ratio, the measurement speed, and the sensing range, have a mutually restrictive relationship. In order to improve the performance of the BOTDR system, researchers have focussed on improving the design of the probe pulse, for example, transforming the shape, the sequence, and the spectral properties of the pulse. This study summarises the recent progress in the design of detection pulses in BOTDR systems, and comprehensively demonstrates the improvement effects of various pulse modulation formats on the system performance.

布里渊光时域反射法(BOTDR)是分布式光纤传感器的一个分支,它基于自发布里渊散射过程,沿光纤测量由探针脉冲返回时间定位的应变和温度信息。BOTDR系统的参数包括空间分辨率、信噪比、测量速度和传感范围,它们之间存在相互制约的关系。为了提高BOTDR系统的性能,研究人员将重点放在改进探测脉冲的设计上,例如改变脉冲的形状、序列和光谱特性。本研究总结了BOTDR系统中检测脉冲设计的最新进展,并全面论证了各种脉冲调制格式对系统性能的改善作用。
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引用次数: 3
Special issue “optical communications, sensing, and laser applications” 《光通信、传感与激光应用》特刊
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-09-09 DOI: 10.1049/ote2.12080
Ming Tang, Zhenzhou Cheng, Liang Wang, Li Shen
<p>This Special Issue highlights topics relating to recent research advances in optical communications, optical sensing and laser applications, emphasising fibre-optic communication systems/sub-systems; optical signal processing; optical fibre sensors and devices; and various applications of silicon photonics, modulators, and optoelectronic integration circuits. It brings together contributions by outstanding international leaders, researchers, scientists, and engineers from a broad range of interdisciplinary fields to present their work in the science, technology, and applications of optical communications, optical sensing, and related laser techniques.</p><p>In this Special Issue, we have accepted five papers, which can be clustered into two main categories, namely optical communications and optical sensing. The papers falling into the first category exhibit novelties in optical switches and modulators. The papers in this category are from Zhentian Shan et al. and Yue Wu et al. The second category of papers offers direct solutions to optical sensing with applications to environmental and biomedical monitoring. These papers are from Mupeng Li et al., Majid Mafi et al., and Ying Zhang et al. A brief presentation of each paper in this special issue is as follows:</p><p>Zhentian Shan et al. report a 1*48 large-scale multi-mode fibre optical switch driven by a stepper motor. The insertion loss is <1.42 dB, which can be further reduced to 1.02 dB after optimisation. With the employment of a corner cube prism in the optics, the device is characterised by good repeatability of <±0.01 dB. The device has a fast response of <8 ms.</p><p>Yue Wu et al. present a new doping profile of the PN depletion region with four doping concentration levels for Microring modulator (MRM) considering the electrical bandwidth. By increasing the electrical bandwidth, the electro-optical (EO) bandwidth is increased. The MRM is characterised and is applied in a WDM transmitter. By the measurement, the transmitter with the designed MRM could transmit PAM4 signal at 52 Gbps rate, which indicates the MRM could be potential for the 50 Gbps/ch optical interconnection.</p><p>Mupeng Li et al. give a review on Brillouin optical time-domain reflectometry (BOTDR), which is a branch of distributed fibre-optic sensing, and can measure the strain and temperature information. This paper summarises the recent progress in the design of detection pulses in BOTDR systems and comprehensively demonstrates the improvement effects of various pulse modulation formats on the system performance.</p><p>Majid Mafi et al. investigate a high-quality and multi-purposed biosensor with maximum stable output transmittance numerically by using the inverse design method. The proposed biosensor utilises particle swarm optimisation for inverse design, which will be a helpful way of designing different kinds of precise sensors in the future. The proposed sensor can sense different parts of blood componen
本期特刊重点介绍光通信、光传感和激光应用方面的最新研究进展,重点介绍光纤通信系统/子系统;光信号处理;光纤传感器和设备;以及硅光子学、调制器、光电集成电路的各种应用。它汇集了来自广泛跨学科领域的杰出国际领导人、研究人员、科学家和工程师的贡献,展示了他们在光通信、光传感和相关激光技术的科学、技术和应用方面的工作。在本期特刊中,我们共接收了5篇论文,主要分为光通信和光传感两大类。属于第一类的论文展示了光开关和调制器方面的新颖性。该类论文来自Zhentian Shan et al.和Yue Wu et al.。第二类论文为光学传感在环境和生物医学监测中的应用提供了直接的解决方案。这些论文来自李慕鹏等人,Majid Mafi等人,张颖等人。本特刊每篇论文的简要介绍如下:Zhentian Shan等人报道了一种由步进电机驱动的1*48大型多模光纤开关。插入损耗为1.42 dB,优化后可进一步降低至1.02 dB。光学器件采用角立方棱镜,具有良好的重复性,可达<±0.01 dB。yue Wu等人提出了一种考虑电带宽的微环调制器(MRM)的PN耗尽区的新掺杂谱图,其中掺杂浓度水平为四种。通过增加电带宽,增加了光电(EO)带宽。对该MRM进行了特性分析,并应用于波分复用发射机。通过测试,所设计的MRM发射机能够以52 Gbps的速率传输PAM4信号,表明该MRM具有实现50 Gbps/ch光互连的潜力。李慕朋等综述了布里渊光时域反射法(BOTDR),它是分布式光纤传感的一个分支,可以测量应变和温度信息。本文综述了BOTDR系统中检测脉冲设计的最新进展,全面论证了各种脉冲调制格式对系统性能的改善作用。Majid Mafi等人利用反设计方法对具有最大稳定输出透过率的高质量多用途生物传感器进行了数值研究。本文提出的生物传感器利用粒子群优化进行逆向设计,为今后设计不同类型的精密传感器提供了一种有益的方法。该传感器首次可以在一个设备中检测血液成分的不同部分,尿液中的葡萄糖量和泪液中的葡萄糖。该结构以高质量因子和高稳定的输出透射光谱检测折射率分析物之间的差异。张颖等介绍了一种基于光声光谱(PAS)的亚ppm级SO2F2和SOF2气体传感器。他们设计并制造了一个谐振频率为1750hz的钢谐振光声电池。该传感器在动态范围内具有良好的线性性能,SO2F2和SOF2的最低检测限分别为0.22 ppm和0.28 ppm。这表明在气体绝缘开关设备中监测SF6分解过程具有很大的潜力。所有入选本期特刊的论文都表明,光通信与传感领域正在稳步向前发展。本特刊重点介绍了光通信、光传感和相关激光技术的最新进展,涵盖了新原理、新系统和新应用方面的最新技术发展。
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引用次数: 0
Optimal power allocation in serial relay-assisted underwater wireless optical communication systems 串行中继辅助水下无线光通信系统的最佳功率分配
IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-09-03 DOI: 10.1049/ote2.12079
Hamed Rabbani, S. Alireza Nezamalhosseini, Lawrence R. Chen, AliAsghar Beheshti-Shirazi

For a serial relaying underwater wireless optical communication (UWOC) system with ON-OFF keying modulation, we theoretically evaluate the optimal power allocation techniques in order to minimise the end-to-end bit error rate (BER), subject to transmission power constraints. At first, we evaluate the end-to-end BER with respect to all degrading effects of the UWOC channel, namely scattering, absorption, and turbulence-induced fading and then develop a closed-form BER expression as a function of transceiver parameters and water type. The optimal power allocation methods are obtained using the perfect channel state information available at the receiver (CSIR) and transmitter (CSIT) for both detect-and-forward (DF) and amplify-and-forward (AF) serial relaying systems. For each relaying method, we consider a dual-hop UWOC system and determine optimal power allocation to minimise the BER. Afterwards, the optimal power allocation in a multi-hop system is obtained to minimise the end-to-end BER. Compared to the equal power allocation, our results illustrate that UWOC relaying systems with optimal power allocation can significantly improve the end-to-end BER and expand the communication link. For instance, the proposed power allocation method for the DF and AF relay node in a 60 m single relay system improves the system performance at the BER of 10−5 by 2.5 and 1.8 dB compared to the equal power allocation, respectively.

对于具有ON-OFF键控调制的串行中继水下无线光通信(UWOC)系统,我们从理论上评估了最佳功率分配技术,以便在受传输功率限制的情况下最小化端到端误码率(BER)。首先,我们根据UWOC信道的所有退化效应,即散射、吸收和湍流引起的衰落,评估端到端误码率,然后建立一个封闭形式的误码率表达式,作为收发器参数和水类型的函数。针对检测转发(DF)和放大转发(AF)串行中继系统,利用接收端(CSIR)和发送端(CSIT)可用的完美信道状态信息,获得了最优的功率分配方法。对于每种中继方法,我们都考虑了双跳UWOC系统,并确定了最佳功率分配以最小化误码率。然后,得到了多跳系统中最优的功率分配,使端到端误码率最小。与等功率分配相比,我们的研究结果表明,最优功率分配的UWOC中继系统可以显著提高端到端BER并扩展通信链路。例如,本文提出的60 m单中继系统中DF和AF中继节点的功率分配方法,在BER为10−5时,与等功率分配方法相比,系统性能分别提高了2.5和1.8 dB。
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引用次数: 1
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Iet Optoelectronics
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