2022 IEEE 7th Optoelectronics Global Conference (OGC)最新文献_第6页

Optimal Raman Spectral Classifcation Model Based on Differentiable Architecture Search of Hybrid Structure Network for Disease Diagnosis 基于可微结构搜索的混合结构网络疾病诊断最优拉曼光谱分类模型

2022 IEEE 7th Optoelectronics Global Conference (OGC) Pub Date : 2022-12-06 DOI: 10.1109/OGC55558.2022.10051110

Jiaqi Hu, Jinna Chen, Chenlong Xue, Yanqun Xiang, Guoying Liu, Hong Dang, Dan Lu, Huanhuan Liu, Longqing Cong, Zhen Gao, H. Su, P. Shum

{"title":"Optimal Raman Spectral Classifcation Model Based on Differentiable Architecture Search of Hybrid Structure Network for Disease Diagnosis","authors":"Jiaqi Hu, Jinna Chen, Chenlong Xue, Yanqun Xiang, Guoying Liu, Hong Dang, Dan Lu, Huanhuan Liu, Longqing Cong, Zhen Gao, H. Su, P. Shum","doi":"10.1109/OGC55558.2022.10051110","DOIUrl":"https://doi.org/10.1109/OGC55558.2022.10051110","url":null,"abstract":"Identification and classification are important application areas of surface-enhanced Raman spectroscopy (SERS). Substance is identified via the chemical finger-print function of Raman spectroscopy. Diseases can be diagnosed through biofluidic Raman spectrum analysis and classification accordingly. Since bio-fluidic, such as serumurineand tissue fluid contains various substances, Raman spectrum is too complex to be classified manually. The optimization of deep learning classification model is critical in diagnosis accuracy improvement. Here we propose, for the first, applying DARSHN algorithm in automatic diagnosis model design and optimization. DARSHN was applied to serialize the discrete search space. Optimal structural solution was generated through approximate gradient descent subsequently. This research suggested that DARSHN can be used in the optimization of classification models automatically and effectively. Its advantages in the application of serum SERS-based cancer diagnosis compared to residual network spectral classification models were shown in this paper.","PeriodicalId":177155,"journal":{"name":"2022 IEEE 7th Optoelectronics Global Conference (OGC)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127094178","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Optically Levitated Conveyor Belt Based on Specular-Reflection Photonic Nanojet 基于镜面反射光子纳米射流的光学悬浮传送带

2022 IEEE 7th Optoelectronics Global Conference (OGC) Pub Date : 2022-12-06 DOI: 10.1109/OGC55558.2022.10050947

Feng Xu, Song Zhou, Jiahui Zhang, G. Wang, Fei Xu

引用次数: 0

Silicon Photonic Integrated Reservoir Computing Processor with Ultra-high Tunability for High-speed IM/DD Equalization 用于高速IM/DD均衡的超高可调性硅光子集成储层计算处理器

2022 IEEE 7th Optoelectronics Global Conference (OGC) Pub Date : 2022-12-06 DOI: 10.1109/OGC55558.2022.10051045

Aolong Sun, An Yan, Penghao Luo, Junwen Zhang, Nan Chi

{"title":"Silicon Photonic Integrated Reservoir Computing Processor with Ultra-high Tunability for High-speed IM/DD Equalization","authors":"Aolong Sun, An Yan, Penghao Luo, Junwen Zhang, Nan Chi","doi":"10.1109/OGC55558.2022.10051045","DOIUrl":"https://doi.org/10.1109/OGC55558.2022.10051045","url":null,"abstract":"Intensity modulation and direct detection (IM/DD) technology still dominates the optical fiber communication region for the sake of cost and energy efficiency. Reservoir Computing (RC), a special machine learning algorithm suitable for sequence models, has recently been applied to reduce the inter-symbol interference (ISI) caused by dispersion and Kerr nonlinearity in IM/DD systems. In this paper, we designed and numerically simulated a Photonic Integrated Reservoir Computing Processor (PIRCP) with two recurrent nodes using a standard silicon-on-insulator platform. The PIRCP exhibits ultra-high tunability of phase, intensity, delay time and detuning frequency of the optical carrier, which greatly facilitates parameter sweeping for the obtaining of the optimal processing performance. To validate the efficiency of our design, we implemented the PIRCP along with a Feed Forward Equalizer (FFE) in the receiver-end, and finally achieved sub HD-FEC performance for 112 Gbps/λ transmission over 60 km standard single-mode fiber (SSMF) with an ROP of -15 dBm, showing an improvement of 5 dBm compared with non-RC scheme.","PeriodicalId":177155,"journal":{"name":"2022 IEEE 7th Optoelectronics Global Conference (OGC)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121749440","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Modeling and Analysis of Zinc Diffusion Effect within InP-Based Mach-Zehnder Modulators 基于inp的马赫-曾德调制器中锌扩散效应的建模与分析

2022 IEEE 7th Optoelectronics Global Conference (OGC) Pub Date : 2022-12-06 DOI: 10.1109/OGC55558.2022.10051013

Ruoyun Yao, W. Xiong, Zhangwan Peng, Yiti Xiong, Chaodan Chi, Chen Ji

引用次数: 0

Portable Microscopic Phase Retrieval System Using the Transport of Intensity Equation on Android Platform Android平台上基于强度方程传输的便携式显微相位检索系统

2022 IEEE 7th Optoelectronics Global Conference (OGC) Pub Date : 2022-12-06 DOI: 10.1109/OGC55558.2022.10051068

Yu Chen, Hong Cheng, Zhengguang Tian, Xun Yang, Fen Zhang, Wei Li

引用次数: 0

Underwater Wireless Optical Communication Channel Characterization Using Machine Learning Techniques 利用机器学习技术表征水下无线光通信信道

2022 IEEE 7th Optoelectronics Global Conference (OGC) Pub Date : 2022-12-06 DOI: 10.1109/OGC55558.2022.10050890

Abdulaziz Al-Amodi, M. Masood, M. M. Khan

{"title":"Underwater Wireless Optical Communication Channel Characterization Using Machine Learning Techniques","authors":"Abdulaziz Al-Amodi, M. Masood, M. M. Khan","doi":"10.1109/OGC55558.2022.10050890","DOIUrl":"https://doi.org/10.1109/OGC55558.2022.10050890","url":null,"abstract":"Recently Underwater Optical Wireless Communication (UOWC) has attracted major attention due to its high transmission rate, low link delay, high communication security, and low implementation cost. However, optical signals suffer from severe attenuation loss due to absorption and scattering effects, which impedes the establishment of an effective and reliable UWOC system. Hence, it is important to identify the characteristic of the underwater channel in order to overcome the mentioned challenges. In literature, the combination of the Exponential and the Generalized Gamma Distribution (EGG) has been shown to model the underwater channel environment with great accuracy. EGG is a comprehensive channel model incorporating the effect of temperature-induced turbulence in the presence of air bubbles, in both fresh and salty aqueous environments. In this work, we built a Machine Learning (ML) based system that utilizes Convolutional Neural Network (CNN) to estimate the parameters of the EGG channel model from the received signal. Furthermore, we take one more step and train a separate deep network to predict bubble level and temperature gradient in the UWOC channel using the estimated parameters. The two networks together form a pipeline enabling us to estimate the channel state from the received signal. The results confirm well with the experimental data from the literature.","PeriodicalId":177155,"journal":{"name":"2022 IEEE 7th Optoelectronics Global Conference (OGC)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115443569","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Chiral-Selective Transmission of Edge States in Terahertz Valley Topological Photonic Crystals 太赫兹谷拓扑光子晶体中边缘态的手性选择性传输

2022 IEEE 7th Optoelectronics Global Conference (OGC) Pub Date : 2022-12-06 DOI: 10.1109/OGC55558.2022.10051095

Hongyi Li, Jiajun Ma, Shilei Liu, Yi Liu, C. Ouyang

引用次数: 0

Study on the Influence of Deposition Temperature on the Properties of Lanthanum Titanate Films 沉积温度对钛酸镧薄膜性能影响的研究

2022 IEEE 7th Optoelectronics Global Conference (OGC) Pub Date : 2022-12-06 DOI: 10.1109/OGC55558.2022.10050984

Yang Li, Junqi Xu, Junhong Su, Zheng Liu

{"title":"Study on the Influence of Deposition Temperature on the Properties of Lanthanum Titanate Films","authors":"Yang Li, Junqi Xu, Junhong Su, Zheng Liu","doi":"10.1109/OGC55558.2022.10050984","DOIUrl":"https://doi.org/10.1109/OGC55558.2022.10050984","url":null,"abstract":"The work aims to study the effect of deposition temperature on optical properties and residual stresses in Lanthanum titanate (H4) films. The LaTiO3 films were deposited by electron-beam thermal evaporation technique. The residual stress of LaTiO3 films on fused silica was characterized macroscopically and microscopically, using laser interferometry and AFM. The residual stresses and surface profile shape change were simulated using finite element analysis methods. It was confirmed that the deposition temperature did not affect the optical properties of the films， but did for residual stresses. The residual stress of LaTiO3 films changes from decreasing tensile stress to compressive stress as the deposition temperature increases. The deposition temperature is used to modulate the magnitude and transition of the residual stress in the films. There is a strong dependence between the residual stresses and the densities of surface columnar structures in LaTiO3 films. The effect of density of surface columnar structures is found as follows: the film with the lower density of surface columnar structures generally shows a tensile and high density easily transform into compress stress. This conclusion is also verified by the increase of the corresponding refractive index. The simulated surface profiles are basically overlapping with the measured data. The proposed model is validated for the simulation of residual stresses in monolayers.","PeriodicalId":177155,"journal":{"name":"2022 IEEE 7th Optoelectronics Global Conference (OGC)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116298849","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A Sensitive Material for Optical Fiber Sensor : — Dy8Fe16-xCox (x=0,2,3): First-principles calculations 一种光纤传感器敏感材料:Dy8Fe16-xCox (x=0,2,3):第一性原理计算

2022 IEEE 7th Optoelectronics Global Conference (OGC) Pub Date : 2022-12-06 DOI: 10.1109/OGC55558.2022.10051094

Yue Yuan, T. Shen, Chi Liu, Tianyu Yang, Aina Gong

{"title":"A Sensitive Material for Optical Fiber Sensor : — Dy8Fe16-xCox (x=0,2,3): First-principles calculations","authors":"Yue Yuan, T. Shen, Chi Liu, Tianyu Yang, Aina Gong","doi":"10.1109/OGC55558.2022.10051094","DOIUrl":"https://doi.org/10.1109/OGC55558.2022.10051094","url":null,"abstract":"In this paper, the structural, electrical, magnetic and optical properties of Dy<inf>8</inf>Fe<inf>16-x</inf>Co<inf>x</inf> (x=0,2,3) compounds have been studied by first principles calculation. Among them, the structural properties show that the atoms of DyFe<inf>2</inf>, Dy<inf>8</inf>Fe<inf>14</inf>Co<inf>2</inf> and Dy<inf>8</inf>Fe<inf>13</inf>Co<inf>3</inf> are symmetrically located, and each layer forms a triangle. In addition, the calculation of electrical properties shows that the three compounds have obvious metal properties and ferromagnetism. At the same time, an interesting phenomenon was found in the magnetic calculation, The magnetic moment of the same electron orbit of the same element is the same on the premise of ensuring the triangle symmetry of each layer. Finally, in order to study the optical properties of Dy<inf>8</inf>Fe<inf>16-x</inf>Co<inf>x</inf> (x=0,2,3), We calculated the optical absorption spectra of the three compounds with photon energy. It is found that the absorption spectrum is red shifted in the ultraviolet range. The above basic physical property calculations could provide theoretical guidance for the optical elements of Dy<inf>8</inf>Fe<inf>16-x</inf>Co<inf>x</inf> (x=0,2,3). It also lays a foundation for improving the sensitivity of Dy<inf>8</inf>Fe<inf>16-x</inf>Co<inf>x</inf> (x=0,2,3) compound optical fiber sensing.","PeriodicalId":177155,"journal":{"name":"2022 IEEE 7th Optoelectronics Global Conference (OGC)","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124597508","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A Solid-state FMCW Lidar System Based on Lens-assisted Beam Steering 基于透镜辅助光束导向的固态FMCW激光雷达系统

2022 IEEE 7th Optoelectronics Global Conference (OGC) Pub Date : 2022-12-06 DOI: 10.1109/OGC55558.2022.10050905

Xianyi Cao, Kan Wu, Chao Li, Tianyi Li, Jiaxuan Long, Jianping Chen

引用次数: 0