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2018 International Conference on Electronics, Information, and Communication (ICEIC)最新文献

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Single element differentiation of chemical vapors using an array 用阵列对化学蒸汽进行单元素鉴别
2018 International Conference on Electronics, Information, and Communication (ICEIC) Pub Date : 1900-01-01 DOI: 10.23919/elinfocom.2018.8330707
Seok Lee, Youngmo Jung, H. Moon, C. Kang, Chulki Kim, Taikjin Lee, Sang Kyung Kim, Won Kyo Jeong, Jeonghun Shin, Chang Ho Cho, D. Woo
{"title":"Single element differentiation of chemical vapors using an array","authors":"Seok Lee, Youngmo Jung, H. Moon, C. Kang, Chulki Kim, Taikjin Lee, Sang Kyung Kim, Won Kyo Jeong, Jeonghun Shin, Chang Ho Cho, D. Woo","doi":"10.23919/elinfocom.2018.8330707","DOIUrl":"https://doi.org/10.23919/elinfocom.2018.8330707","url":null,"abstract":"We present a heterosensor array that exploits the collective recognition ability of a set of different gas sensors to identify individual chemical vapors. In contrast to the conventional sensing approach based on the \"lock-and-key\" design, the heterosensor array rely on the response patterns produced over the collection of different sensors. Diverse sensors with different operating principles are employed to provide as much chemical diversity as possible. We demonstrate that this platform provides a highly discriminative tool with single element precision.","PeriodicalId":413646,"journal":{"name":"2018 International Conference on Electronics, Information, and Communication (ICEIC)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116052063","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
Applying CoAP for real-time device control over public networks 在公网上应用CoAP实现设备实时控制
2018 International Conference on Electronics, Information, and Communication (ICEIC) Pub Date : 1900-01-01 DOI: 10.23919/ELINFOCOM.2018.8330562
Kangwon Lee, Soonuk Seol
{"title":"Applying CoAP for real-time device control over public networks","authors":"Kangwon Lee, Soonuk Seol","doi":"10.23919/ELINFOCOM.2018.8330562","DOIUrl":"https://doi.org/10.23919/ELINFOCOM.2018.8330562","url":null,"abstract":"Existing researches use CoAP for Internet of Things application, but the process of expanding the service scale is complicated or the researches are not suitable for the national network service. To solve this problem in this paper, we propose a method to apply CoAP for application to control device remotely. Through this, It possible to exchange data using CoAP without setting up a network in a nationwide network or large network. We apply CoAP to the proposed web-based remote control platform and check performance of the platform.","PeriodicalId":413646,"journal":{"name":"2018 International Conference on Electronics, Information, and Communication (ICEIC)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116744286","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: 2
Real-time monitoring and control system of an industrial robot with 6 degrees of freedom for grinding and polishing of aspherical mirror 六自由度工业机器人非球面镜面磨削抛光实时监控系统
2018 International Conference on Electronics, Information, and Communication (ICEIC) Pub Date : 1900-01-01 DOI: 10.23919/ELINFOCOM.2018.8330691
Jisu Kim, Wonchang Lee, Ho-Soon Yang, Yunwoo Lee
{"title":"Real-time monitoring and control system of an industrial robot with 6 degrees of freedom for grinding and polishing of aspherical mirror","authors":"Jisu Kim, Wonchang Lee, Ho-Soon Yang, Yunwoo Lee","doi":"10.23919/ELINFOCOM.2018.8330691","DOIUrl":"https://doi.org/10.23919/ELINFOCOM.2018.8330691","url":null,"abstract":"Aspherical mirrors have higher performance and lighter weight than spherical mirrors. However, it is not easy to process, measure, and evaluate their shapes. In particular, large aperture aspherical mirrors used in satellites require high precision and take a long time to process. The conventional process is machined using a computer numerical control with a gantry structure. However, there is a disadvantage that it is difficult to process complex shapes due to lack of degrees of freedom. In order to overcome these problems, we developed a shape processing system using an industrial robot with 6 degrees of freedom. The system consists of toolpath generation program, real-time robot monitoring, and control program. We have verified the performance of the developed system through simulation software provided by the robot manufacturer as well as actual robot operation.","PeriodicalId":413646,"journal":{"name":"2018 International Conference on Electronics, Information, and Communication (ICEIC)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125087428","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: 4
A color adjustment convolutional neural network for image superresolution 一种用于图像超分辨率的色彩调整卷积神经网络
2018 International Conference on Electronics, Information, and Communication (ICEIC) Pub Date : 1900-01-01 DOI: 10.23919/ELINFOCOM.2018.8330694
Jong Hyeong Kim, J. Jang, K. Jang
{"title":"A color adjustment convolutional neural network for image superresolution","authors":"Jong Hyeong Kim, J. Jang, K. Jang","doi":"10.23919/ELINFOCOM.2018.8330694","DOIUrl":"https://doi.org/10.23919/ELINFOCOM.2018.8330694","url":null,"abstract":"In this paper, we propose superresolution convolutional neural network with color adjustment layer to obtain high quality images. We added a color adjustment layer to the last convolutional neural network layer to correct the color error.","PeriodicalId":413646,"journal":{"name":"2018 International Conference on Electronics, Information, and Communication (ICEIC)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123850998","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
Heterogeneous system implementation of deep learning neural network for object detection in OpenCL framework 在OpenCL框架下实现深度学习神经网络对象检测的异构系统
2018 International Conference on Electronics, Information, and Communication (ICEIC) Pub Date : 1900-01-01 DOI: 10.23919/ELINFOCOM.2018.8330645
Shuai Li, Yukui Luo, K. Sun, K. Choi
{"title":"Heterogeneous system implementation of deep learning neural network for object detection in OpenCL framework","authors":"Shuai Li, Yukui Luo, K. Sun, K. Choi","doi":"10.23919/ELINFOCOM.2018.8330645","DOIUrl":"https://doi.org/10.23919/ELINFOCOM.2018.8330645","url":null,"abstract":"One of the major challenges in these days is \"How can we implement up-to-date object detection algorithm in the heterogeneous system?\" As in 2012 Visual Object Classes Challenge (VOC)[1] have achieved a very satisfied performance of deep learning neural network (DNN) algorithm, but it depends on CUDA [2] GPU framework and can only be applied on NVIDIA accelerators. We prefer to use a more generic acceleration framework, OpenCL [3] is a golden key to achieve the requirement. Instead of CUDA for NVIDIA GPU only, OpenCL can be applied to the heterogeneous system including CPU, GPU, DSP, FPGA, etc. Heterogeneous systems are more flexible, some of them are designed for portable devices, and some are designed for low power parallel computation. These special devices play a very important role in modern life. In this paper, we present OpenCL based heterogeneous system implementation and apply DNN framework in two typical heterogeneous systems: portable system and FPGA system. Our work shows following contributions: (1) We implement a generic OpenCL based DNN object recognition framework which can executed on general GPUs (AMD, NVIDIA, etc). (2) We implement our framework on embedded system Odroid XU4 [4] by using multiple GPUs and increase 25.8% processing time. (3) We implement our framework on FPGA system and reduce the power consumption by 84.3% compared with TitanXGPU.","PeriodicalId":413646,"journal":{"name":"2018 International Conference on Electronics, Information, and Communication (ICEIC)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126994726","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: 6
Blending for wide dynamic range image using different exposure image 使用不同曝光图像进行大动态范围图像的混合
2018 International Conference on Electronics, Information, and Communication (ICEIC) Pub Date : 1900-01-01 DOI: 10.23919/ELINFOCOM.2018.8330544
Seungmin Lee, Dat Ngo, B. Kang
{"title":"Blending for wide dynamic range image using different exposure image","authors":"Seungmin Lee, Dat Ngo, B. Kang","doi":"10.23919/ELINFOCOM.2018.8330544","DOIUrl":"https://doi.org/10.23919/ELINFOCOM.2018.8330544","url":null,"abstract":"We propose an algorithm which blends two different exposure time images to get WDR image. Previous WDR algorithm method is used for the low — luminance single image. In this paper, blending method is applied to two input images with different transfer function in previous WDR algorithm, and WDR algorithm method is applied. As a confirmation method, we used sigma value which is used as a numerical value of image quality. The sigma value indicates the saturation degree of the WDR image or the number of zero value pixels. Simulation result has shown that our algorithm outperformed previous method in terms of image visual quality.","PeriodicalId":413646,"journal":{"name":"2018 International Conference on Electronics, Information, and Communication (ICEIC)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133228587","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
Forecasting of heart rate variability using wrist-worn heart rate monitor based on hidden Markov model 基于隐马尔可夫模型的腕式心率监测仪心率变异性预测
2018 International Conference on Electronics, Information, and Communication (ICEIC) Pub Date : 1900-01-01 DOI: 10.23919/ELINFOCOM.2018.8330626
Sanghun Yun, C. Son, Sang-ho Lee, Won-Seok Kang
{"title":"Forecasting of heart rate variability using wrist-worn heart rate monitor based on hidden Markov model","authors":"Sanghun Yun, C. Son, Sang-ho Lee, Won-Seok Kang","doi":"10.23919/ELINFOCOM.2018.8330626","DOIUrl":"https://doi.org/10.23919/ELINFOCOM.2018.8330626","url":null,"abstract":"In this paper, we present Hidden Markov Models (HMM) approach for forecasting the changes of heart rate. Heart rate is an important indicator of the state of our body. Forecasting changes of heart rate is equivalent to forecasting changes of the body state. We use numerous HMM models that is trained by datasets clustered on similarity basis. We find the optimal models with best probabilities in various learned HMM models and use this model to predict next heart rate variability. The heart rate data are collected by Fitbit-HR from 190 healthy persons. The prediction performance was accuracy = 91.87% and recall = 91.67%.","PeriodicalId":413646,"journal":{"name":"2018 International Conference on Electronics, Information, and Communication (ICEIC)","volume":"480 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133622914","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: 7
Underwater cylinder recognition using machine learning with DFT-based feature vectors 基于dft特征向量的水下圆柱体识别
2018 International Conference on Electronics, Information, and Communication (ICEIC) Pub Date : 1900-01-01 DOI: 10.23919/ELINFOCOM.2018.8330543
Yoojeong Seo, Baeksan On, Beomhui Jang, S. Im, Iksu Seo
{"title":"Underwater cylinder recognition using machine learning with DFT-based feature vectors","authors":"Yoojeong Seo, Baeksan On, Beomhui Jang, S. Im, Iksu Seo","doi":"10.23919/ELINFOCOM.2018.8330543","DOIUrl":"https://doi.org/10.23919/ELINFOCOM.2018.8330543","url":null,"abstract":"In detecting an object bottoming at the seabed, the target recognition is an important problem. Previous studies were based on energy detection. In this case, a false detection usually occurs when the clutter energy is larger. In this paper, we try to improve the performance of target recognition using the logistic regression model under a shallow water environment. The goal of this study is to develop a logistic regression model for recognition of a target by training the model using the DFT values of the signal received by the active sonar. The performance of the proposed method is verified through simulation experiments in terms of the target to clutter ratio.","PeriodicalId":413646,"journal":{"name":"2018 International Conference on Electronics, Information, and Communication (ICEIC)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122127580","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
CMOS transmitter and receiver for spin-torque nano-oscillator based wireless communication 基于自旋转矩纳米振荡器的无线通信CMOS发射器和接收器
2018 International Conference on Electronics, Information, and Communication (ICEIC) Pub Date : 1900-01-01 DOI: 10.23919/ELINFOCOM.2018.8330556
Hee Sung Lee, Seung Hun Kim, T. Jang, C. Park
{"title":"CMOS transmitter and receiver for spin-torque nano-oscillator based wireless communication","authors":"Hee Sung Lee, Seung Hun Kim, T. Jang, C. Park","doi":"10.23919/ELINFOCOM.2018.8330556","DOIUrl":"https://doi.org/10.23919/ELINFOCOM.2018.8330556","url":null,"abstract":"In this study, wireless transmitter and receiver including high gain amplifiers have been implemented in CMOS circuits for the first time for spin-torque nano-oscillator based wireless communication. The system block diagram is defined, and the power budget is calculated for 1-meter OOK wireless communication. The transmitter consists of STNO, LNA and SPDT switch, the receiver consists of LNA, demodulator and Schmitt trigger, and all are implemented in 0.18 um CMOS. Simulated gain of the LNA in transmitter and receiver are 38.5 dB and 31.0 dB, respectively. The fabricated chip sizes of transmitter and receiver are 2.34 and 4.42 mm2. The transmitter and receiver operate with 18 mW and 21.2 mW power dissipation, respectively. An STNO-based wireless communication will be demonstrated using CMOS circuits in the presentation.","PeriodicalId":413646,"journal":{"name":"2018 International Conference on Electronics, Information, and Communication (ICEIC)","volume":"109 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134488116","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
Fast buffered clock tree synthesis in multi corner multi mode scenario 多角多模式场景下的快速缓冲时钟树合成
2018 International Conference on Electronics, Information, and Communication (ICEIC) Pub Date : 1900-01-01 DOI: 10.23919/ELINFOCOM.2018.8330583
Deokkeun Oh, Juho Kim
{"title":"Fast buffered clock tree synthesis in multi corner multi mode scenario","authors":"Deokkeun Oh, Juho Kim","doi":"10.23919/ELINFOCOM.2018.8330583","DOIUrl":"https://doi.org/10.23919/ELINFOCOM.2018.8330583","url":null,"abstract":"As CMOS technology continuously scales down, robust clock tree synthesis (CTS) has become increasingly critical in high-performance synchronous chip design. Recently, the process variation during manufacturing affects the performance of the circuit design. In this paper, we proposed fast buffered clock tree synthesis (FBCTS) in multi-corner multi-mode (MCMM) scenario. The ISPD '09 benchmark is used to verify the proposed method. The experiment results show our method reduce about 59% of computation time compared to existing method.","PeriodicalId":413646,"journal":{"name":"2018 International Conference on Electronics, Information, and Communication (ICEIC)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132043109","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
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