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2019 3rd International Conference on Circuits, System and Simulation (ICCSS)最新文献

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Accelerator Implementation of Lenet-5 Convolution Neural Network Based on FPGA with HLS 基于FPGA和HLS的Lenet-5卷积神经网络加速实现
2019 3rd International Conference on Circuits, System and Simulation (ICCSS) Pub Date : 2019-06-01 DOI: 10.1109/CIRSYSSIM.2019.8935599
Dai Rongshi, Tang Yongming
{"title":"Accelerator Implementation of Lenet-5 Convolution Neural Network Based on FPGA with HLS","authors":"Dai Rongshi, Tang Yongming","doi":"10.1109/CIRSYSSIM.2019.8935599","DOIUrl":"https://doi.org/10.1109/CIRSYSSIM.2019.8935599","url":null,"abstract":"Convolution neural network is widely used in image recognition because it can imitate the behavioral characteristics of biological visual nerve, and has high recognition accuracy. It is a kind of feed forward neural network which contains convolution computation and has deep structure. Also it is one of the representative algorithms of deep learning. Because the convolution neural network has a special calculation mode, the general processor is not high in the implementation efficiency of the convolution neural network and can not meet the performance requirements. In order to solve this problem, we implement convolution neural network on FPGA and optimize convolution operation to improve computing parallelism, data throughput and energy efficiency of traditional processors. Finally, we implemented the convolution neural network of the Lenet-5 model on the ZYBOZ7 FPGA board and compared it with traditional processor. We realized the fast recognition of a picture at the frequency of 100M Hz with DMA control. The data throughput of FPGA is more than four times higher than that of general processor., and the power consumption is 1.8W, which is much lower than that of general processor.","PeriodicalId":367267,"journal":{"name":"2019 3rd International Conference on Circuits, System and Simulation (ICCSS)","volume":"109 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129562733","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: 22
Design of a Stored-value Card Platform Based on Smart Contract 基于智能合约的储值卡平台设计
2019 3rd International Conference on Circuits, System and Simulation (ICCSS) Pub Date : 2019-06-01 DOI: 10.1109/CIRSYSSIM.2019.8935600
Xiaoyu Ma, Jiting Zhou, Hanyue Guo, Jiaqi Wang
{"title":"Design of a Stored-value Card Platform Based on Smart Contract","authors":"Xiaoyu Ma, Jiting Zhou, Hanyue Guo, Jiaqi Wang","doi":"10.1109/CIRSYSSIM.2019.8935600","DOIUrl":"https://doi.org/10.1109/CIRSYSSIM.2019.8935600","url":null,"abstract":"Stored-value cards are used more and more widely. But there are some problems in the present stored-value card platform: 1. The service agreement of stored-value card is not clear enough; 2. The refund process of users is inconvenient; 3. The transfer of stored-value can not be realized among users; 4. The security of accounts is not guaranteed. Smart contracts are computer contracts written in code, which are enforced directly by computers. This paper proposes a stored-value card platform in which the service contracts are expressed with smart contracts. The smart contract is executed on the blockchain. Blockchain technology, in which accounts are decentralized and data is resistant to modification, is applied to improving reliability in the consumption process. The platform is built on the private blockchains of Ethereum, which is designed for small merchants. ECDSA (Elliptic Curve Digital Signature Algorithms) is used to asymmetrically encrypt accounts. Some functions, such as stored-value issuance, stored-value consumption, commodity purchase, are designed in this system.","PeriodicalId":367267,"journal":{"name":"2019 3rd International Conference on Circuits, System and Simulation (ICCSS)","volume":"47 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114022771","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: 3
IoT Multi-control Bionic Manipulator's Design 物联网多控制仿生机械手的设计
2019 3rd International Conference on Circuits, System and Simulation (ICCSS) Pub Date : 2019-06-01 DOI: 10.1109/CIRSYSSIM.2019.8935609
Tang Lili, Huang Qijun, Huang Wei
{"title":"IoT Multi-control Bionic Manipulator's Design","authors":"Tang Lili, Huang Qijun, Huang Wei","doi":"10.1109/CIRSYSSIM.2019.8935609","DOIUrl":"https://doi.org/10.1109/CIRSYSSIM.2019.8935609","url":null,"abstract":"This design uses STM32 microcontroller as the core controller of the mechanical arm, transplants Linux operating system to the S3C2440 development board and establishes the LAN server, realizes multiple functions and a variety of control mode: Android mobile app, personal PC in the local area network and gesture-sensing gloves can be used to control mechanical arm, it can also make the operation automatically. At the same time, because the server built, Linux system and QT interface transplanted are on S3C2440, so that the development board and all computers in the local area network can monitor the mechanical arm. This design is widely used in the field of intelligent industry, environmental exploration, intelligent home and so on.","PeriodicalId":367267,"journal":{"name":"2019 3rd International Conference on Circuits, System and Simulation (ICCSS)","volume":"202 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123041715","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
Research on PMSM Speed Control System Based on Improved Reaching Law 基于改进趋近律的永磁同步电机调速系统研究
2019 3rd International Conference on Circuits, System and Simulation (ICCSS) Pub Date : 2019-06-01 DOI: 10.1109/CIRSYSSIM.2019.8935621
Baochun Cui, Zhiyuan Han, Jie Li, Jian-qiao Mu
{"title":"Research on PMSM Speed Control System Based on Improved Reaching Law","authors":"Baochun Cui, Zhiyuan Han, Jie Li, Jian-qiao Mu","doi":"10.1109/CIRSYSSIM.2019.8935621","DOIUrl":"https://doi.org/10.1109/CIRSYSSIM.2019.8935621","url":null,"abstract":"In the research of performance optimization of permanent magnet synchronous motor speed control system, in order to solve the problems of slow starting speed, high chattering and poor robustness caused by large change of switching function in traditional exponential reaching law, an improved variable speed reaching law was proposed in this paper, based on the PMSM sliding mode variable speed control strategy. In the design process of speed controller, in order to eliminate the contradiction between large motor starting current and fast speed response, the speed error was introduced into the constant velocity term of the traditional exponential reaching law, the motion process was related to the speed of the system, which effectively solved the above problems. At the same time, the integral state variable was used to improve the control precision of the motor speed. The results of modeling and simulation in Matlab software show that the improved variable speed reaching law can better the dynamic performance of the motor speed control system.","PeriodicalId":367267,"journal":{"name":"2019 3rd International Conference on Circuits, System and Simulation (ICCSS)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115859745","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
COM Based Channel-Compliance Analysis and Its Comparison with BER-Way for 25 Gbps NRZ Serial Link 基于COM的25gbps NRZ串行链路信道顺应性分析及其与BER-Way的比较
2019 3rd International Conference on Circuits, System and Simulation (ICCSS) Pub Date : 2019-06-01 DOI: 10.1109/CIRSYSSIM.2019.8935619
Yucheng Sun, Qingsheng Hu
{"title":"COM Based Channel-Compliance Analysis and Its Comparison with BER-Way for 25 Gbps NRZ Serial Link","authors":"Yucheng Sun, Qingsheng Hu","doi":"10.1109/CIRSYSSIM.2019.8935619","DOIUrl":"https://doi.org/10.1109/CIRSYSSIM.2019.8935619","url":null,"abstract":"This paper investigates Channel Operating Margin (COM) and traditional statistical eye/BER analysis for 25 Gb/s NRZ serial link. First, the detail calculation of COM is derived from the pulse response in order to evaluate the channel-compliance. Then, by using advance design system (ADS), the high speed link including FFE and DFE is established. Finally, the comparison between these two ways of channel-compliance evaluation is given. Simulation results that both of them can evaluate the effects of attenuation caused by device package and influence resulted from crosstalk. COM-way can evaluate the effects quantitatively while BER-way can evaluate the effects qualitatively","PeriodicalId":367267,"journal":{"name":"2019 3rd International Conference on Circuits, System and Simulation (ICCSS)","volume":"139 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114569008","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
The Effect of Luminance on Visual Perception Based on Eye Movement and ECG 基于眼动和心电图的亮度对视觉感知的影响
2019 3rd International Conference on Circuits, System and Simulation (ICCSS) Pub Date : 2019-06-01 DOI: 10.1109/CIRSYSSIM.2019.8935626
Xin Gao, Y. Tu, Lili Wang, Yunyang Shi, Wei Zhang
{"title":"The Effect of Luminance on Visual Perception Based on Eye Movement and ECG","authors":"Xin Gao, Y. Tu, Lili Wang, Yunyang Shi, Wei Zhang","doi":"10.1109/CIRSYSSIM.2019.8935626","DOIUrl":"https://doi.org/10.1109/CIRSYSSIM.2019.8935626","url":null,"abstract":"Display technology has been developing rapidly, and HDR, QLED and other new technologies provided the viewers with higher luminance and better dynamic contrast. However, too much light emission from the devices may cause glare or the perception of visual discomfort. This paper explored the effect of white luminance on visual perception using subjective rating, electrocardiogram and eye movement tracking. Using univariate ANOVA method, the results show that higher luminance can improve the display quality but ruin the perception of viewing preference. And the optimum luminance 130 cd/m2is recommended for better viewing experience and less visual discomfort.","PeriodicalId":367267,"journal":{"name":"2019 3rd International Conference on Circuits, System and Simulation (ICCSS)","volume":"225 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116250037","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
Control Strategy and Simulation of Tracking System under Acceleration Limit 加速度限制下跟踪系统的控制策略与仿真
2019 3rd International Conference on Circuits, System and Simulation (ICCSS) Pub Date : 2019-06-01 DOI: 10.1109/CIRSYSSIM.2019.8935567
Hongyun Wang, Junfeng Han, Siwang Xu
{"title":"Control Strategy and Simulation of Tracking System under Acceleration Limit","authors":"Hongyun Wang, Junfeng Han, Siwang Xu","doi":"10.1109/CIRSYSSIM.2019.8935567","DOIUrl":"https://doi.org/10.1109/CIRSYSSIM.2019.8935567","url":null,"abstract":"Tracking system is an important part of the inter-satellite laser communication terminal. The motion in the tracking system affects the inertia stabilization of the entire communication terminal. Therefore, the acceleration of the laser communication terminal must be limited when tracking the target. In this paper, the tracking control strategy of laser communication terminal under acceleration limit was studied and analyzed. We also use Matlab for simulation analysis.","PeriodicalId":367267,"journal":{"name":"2019 3rd International Conference on Circuits, System and Simulation (ICCSS)","volume":"113 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120993665","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
An Enhanced Radio Tomographic Imaging Localization Method Based on Low-cost Wireless Sensor Networks 基于低成本无线传感器网络的增强射频层析成像定位方法
2019 3rd International Conference on Circuits, System and Simulation (ICCSS) Pub Date : 2019-06-01 DOI: 10.1109/CIRSYSSIM.2019.8935627
Haoran Zuo, W. Ke, Mengling Chen, Jun Lu, Yanli Wang, Jie Jin
{"title":"An Enhanced Radio Tomographic Imaging Localization Method Based on Low-cost Wireless Sensor Networks","authors":"Haoran Zuo, W. Ke, Mengling Chen, Jun Lu, Yanli Wang, Jie Jin","doi":"10.1109/CIRSYSSIM.2019.8935627","DOIUrl":"https://doi.org/10.1109/CIRSYSSIM.2019.8935627","url":null,"abstract":"As one of the main methods of device free localization (DFL) that can locate a target without attaching any devices, the radio tomographic imaging (RTI) method based on the low-cost wireless sensor network (WSN) has wide application prospects. The current RTI positioning methods mainly determine a target position by searching the maximum brightness pixel in a RTI map. However, due to the existence of environmental noises and interference, the brightness of the pseudo-target is often greater than that of the real target, resulting in a misjudgment of the target and even a great positioning error. In this paper, an enhanced RTI (E-RTI) positioning method that combines target shape features with the target brightness feature is proposed for overcoming this problem. This method can effectively reduce the negative influence of pseudo-targets and environmental noises by using the target shape prior information. The experimental results show that the positioning accuracy of this method is better than the existing RTI method.","PeriodicalId":367267,"journal":{"name":"2019 3rd International Conference on Circuits, System and Simulation (ICCSS)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123533915","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
Heavy ion-and Proton-induced SEU Simulation and Error Rates Calculation in 0.15um SRAM-based FPGA 基于0.15um sram的FPGA中重离子和质子诱导的SEU仿真及错误率计算
2019 3rd International Conference on Circuits, System and Simulation (ICCSS) Pub Date : 2019-06-01 DOI: 10.1109/CIRSYSSIM.2019.8935625
Yi Sun, Hongwei Zhang, Zhichao Wei, Qingkui Yu, M. Tang, Chen Shen, D. Gong
{"title":"Heavy ion-and Proton-induced SEU Simulation and Error Rates Calculation in 0.15um SRAM-based FPGA","authors":"Yi Sun, Hongwei Zhang, Zhichao Wei, Qingkui Yu, M. Tang, Chen Shen, D. Gong","doi":"10.1109/CIRSYSSIM.2019.8935625","DOIUrl":"https://doi.org/10.1109/CIRSYSSIM.2019.8935625","url":null,"abstract":"Simulation on the SEU sensitive area shows that the SRAM cell of 0.15um FPGA has separate sensitive regions, and particles with large LET can cause upset from larger extent of areas. The area of sensitive volumes can extend beyond the boundary of the bit cellºThe Simulation result is compared to the measured SEU cross-sections from experiments under accelerators. Composite sensitive volume model of a 0.15um FPGA chip has been established based on the results of Fully-Physical SEU simulation, which describes the upset process more accurately. The SEU rates calculated with the RPP/IRPP model and the composite sensitive volume model are compared against data obtained from in-flight test.","PeriodicalId":367267,"journal":{"name":"2019 3rd International Conference on Circuits, System and Simulation (ICCSS)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133158121","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
A Comprehensive Modelling and Simulation Validation for Distributed PV Array System 分布式光伏阵列系统的综合建模与仿真验证
2019 3rd International Conference on Circuits, System and Simulation (ICCSS) Pub Date : 2019-06-01 DOI: 10.1109/CIRSYSSIM.2019.8935622
A. O. Baba, Guangyu Liu, Wahid Rajeh, Amer Aljaedi
{"title":"A Comprehensive Modelling and Simulation Validation for Distributed PV Array System","authors":"A. O. Baba, Guangyu Liu, Wahid Rajeh, Amer Aljaedi","doi":"10.1109/CIRSYSSIM.2019.8935622","DOIUrl":"https://doi.org/10.1109/CIRSYSSIM.2019.8935622","url":null,"abstract":"Solar energy has been considered as one of the promising energy sources. The construction of the solar photovoltaic (PV) plants has brought modelling issues. The accurate and efficient full system model is crucial for performance evaluation. Most of the existing theoretical studies focus on partial modelling and there are not many studies focus on full system modelling. The main aim of this paper is to provide a realistic mathematical modelling for the major system components for precise performance assessment. Firstly, the system is tested under different solar irradiance levels and constant ambient temperature for the constant load. Secondly, the system is tested at low irradiance level and maintaining a constant ambient temperature for different loads. The results of the system models under the different testing conditions precisely draw the system behavior based on the mathematical expression. The proposed models accurately disclosure the system behavior under different working conditions. The results also have provided a realistic and efficient system performance evaluation. Comparing the results of the system behaviour under different working conditions with and without battery storage, using battery storage has shown better system power reliability.","PeriodicalId":367267,"journal":{"name":"2019 3rd International Conference on Circuits, System and Simulation (ICCSS)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131258263","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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