首页 > 最新文献

2020 International Conference on UK-China Emerging Technologies (UCET)最新文献

英文 中文
Low-Complexity Expectation Propagation Detection for Uplink MIMO-SCMA Systems 上行MIMO-SCMA系统的低复杂度期望传播检测
Pub Date : 2020-08-01 DOI: 10.1109/UCET51115.2020.9205364
Zeina Mheich, Ibrahim A. Hemadeh, Zilong Liu, P. Xiao
We consider uplink sparse code multiple access (SCMA) systems associated with multiple input multiple output (MIMO), where the transmitters and the receiver are equipped with multiple antennas, for enhanced reliability (diversity gain) or improved data rate (multiplexing gain). For each diversity or multiplexing based MIMO scheme combined with SCMA, we develop low-complexity iterative detection algorithms based on the message passing algorithm (MPA) and the expectation propagation algorithm (EPA). We show that the MIMO-SCMA under EPA enjoys the salient advantage of linear complexity (in comparison to the MPA counterpart with exponential complexity) as well as enhanced error rate performances due to the MIMO transmission. We also show that the performance of EPA depends on the codebook size and the number of antennas.
我们考虑与多输入多输出(MIMO)相关的上行稀疏码多址(SCMA)系统,其中发射器和接收器配备多个天线,以提高可靠性(分集增益)或提高数据速率(多路复用增益)。对于每一种基于分集或多路复用的MIMO与SCMA相结合的方案,我们开发了基于消息传递算法(MPA)和期望传播算法(EPA)的低复杂度迭代检测算法。研究表明,EPA下的MIMO- scma具有显著的线性复杂度优势(与具有指数复杂度的MPA相比),并且由于MIMO传输而提高了错误率性能。我们还表明,EPA的性能取决于码本的大小和天线的数量。
{"title":"Low-Complexity Expectation Propagation Detection for Uplink MIMO-SCMA Systems","authors":"Zeina Mheich, Ibrahim A. Hemadeh, Zilong Liu, P. Xiao","doi":"10.1109/UCET51115.2020.9205364","DOIUrl":"https://doi.org/10.1109/UCET51115.2020.9205364","url":null,"abstract":"We consider uplink sparse code multiple access (SCMA) systems associated with multiple input multiple output (MIMO), where the transmitters and the receiver are equipped with multiple antennas, for enhanced reliability (diversity gain) or improved data rate (multiplexing gain). For each diversity or multiplexing based MIMO scheme combined with SCMA, we develop low-complexity iterative detection algorithms based on the message passing algorithm (MPA) and the expectation propagation algorithm (EPA). We show that the MIMO-SCMA under EPA enjoys the salient advantage of linear complexity (in comparison to the MPA counterpart with exponential complexity) as well as enhanced error rate performances due to the MIMO transmission. We also show that the performance of EPA depends on the codebook size and the number of antennas.","PeriodicalId":163493,"journal":{"name":"2020 International Conference on UK-China Emerging Technologies (UCET)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123898905","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
Security Challenges in Cyber Systems 网络系统中的安全挑战
Pub Date : 2020-08-01 DOI: 10.1109/UCET51115.2020.9205388
G. A. Safdar, T. Kalsoom, N. Ramzan
CPS (Cyber-Physical Systems) is proposed by the NSF (National Scientific Foundation) to describe a type of necessities which conglomerates hardware and software components and being the next step in development of embedded systems. CPS includes a wide range of research topics from signal processing to data analysis. This paper contains a brief review of the basic infrastructure for CPS including smart objects and network aspects in relation to TCP/IP stack. As CPS reflect the processes of the physical environment onto the cyber space, virtualisation as important tool for abstraction plays crucial role in CPS. In this context paper presents the challenges associated with mobility and vritualisation; accordingly, three main types of virtualisation, namely network, devices and applications virtualisation are presented in the paper. The main focus of the paper is made on security. Different threats, attack types and possible consequences are discussed as well as analysis of various approaches to cope with existing threats is introduced. Furthermore, needs and requirements for safety-critical CPS are reviewed.
CPS (Cyber-Physical Systems)是由美国国家科学基金会(NSF)提出的,用来描述一种集成硬件和软件组件的必需品,是嵌入式系统发展的下一步。CPS包括从信号处理到数据分析的广泛研究课题。本文简要回顾了CPS的基本基础设施,包括与TCP/IP栈相关的智能对象和网络方面。由于CPS将物理环境的过程反映到网络空间中,虚拟化作为抽象的重要工具在CPS中起着至关重要的作用。在此背景下,本文提出了与移动性和虚拟化相关的挑战;因此,本文提出了三种主要类型的虚拟化,即网络虚拟化、设备虚拟化和应用虚拟化。本文的主要研究重点是安全性。讨论了不同的威胁、攻击类型和可能的后果,并分析了应对现有威胁的各种方法。此外,对安全关键CPS的需求和要求进行了审查。
{"title":"Security Challenges in Cyber Systems","authors":"G. A. Safdar, T. Kalsoom, N. Ramzan","doi":"10.1109/UCET51115.2020.9205388","DOIUrl":"https://doi.org/10.1109/UCET51115.2020.9205388","url":null,"abstract":"CPS (Cyber-Physical Systems) is proposed by the NSF (National Scientific Foundation) to describe a type of necessities which conglomerates hardware and software components and being the next step in development of embedded systems. CPS includes a wide range of research topics from signal processing to data analysis. This paper contains a brief review of the basic infrastructure for CPS including smart objects and network aspects in relation to TCP/IP stack. As CPS reflect the processes of the physical environment onto the cyber space, virtualisation as important tool for abstraction plays crucial role in CPS. In this context paper presents the challenges associated with mobility and vritualisation; accordingly, three main types of virtualisation, namely network, devices and applications virtualisation are presented in the paper. The main focus of the paper is made on security. Different threats, attack types and possible consequences are discussed as well as analysis of various approaches to cope with existing threats is introduced. Furthermore, needs and requirements for safety-critical CPS are reviewed.","PeriodicalId":163493,"journal":{"name":"2020 International Conference on UK-China Emerging Technologies (UCET)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123006466","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
Driving Behaviour Analysis in Connected Vehicles 网联汽车中的驾驶行为分析
Pub Date : 2020-08-01 DOI: 10.1109/UCET51115.2020.9205379
M. Basit, Hasan Ali Khattak, Sheeraz Ahmed, Asif Nawaz, Masood Habib, Khalid Zaman
Transportation has become a vital part of human society and in the world of technology, this means of transportation is enhanced everyday. One of the most crucial features of this is driving behavior. The purpose of this research is to Figure out the best and the most optimal solution for gathering data with minimum errors that can be further utilized for different purposes such as performing driving behavior analysis etc. Keeping in mind that performing the behavior analysis is not part of this research. The task of gathering this data is accomplished by performing 3 types of comparative experiments using 3 different approaches which are through (GPS, Accelerometer and OBD) technology. This research is aimed towards finding out the best approach with minimum error percentage. After performing separate experiments on all 3 approaches, OBD-II had the maximum accuracy without being affected by external factors.
交通运输已经成为人类社会的重要组成部分,在科技的世界里,这种交通工具每天都在改进。其中最重要的特征之一就是驾驶行为。本研究的目的是找出最佳和最优的解决方案,以最小的误差收集数据,可以进一步用于不同的目的,如进行驾驶行为分析等。请记住,执行行为分析不是本研究的一部分。收集这些数据的任务是通过使用3种不同的方法(GPS、加速度计和OBD)技术进行3种类型的比较实验来完成的。本研究旨在找出误差最小的最佳方法。在对所有3种方法分别进行实验后,OBD-II在不受外界因素影响的情况下具有最高的准确性。
{"title":"Driving Behaviour Analysis in Connected Vehicles","authors":"M. Basit, Hasan Ali Khattak, Sheeraz Ahmed, Asif Nawaz, Masood Habib, Khalid Zaman","doi":"10.1109/UCET51115.2020.9205379","DOIUrl":"https://doi.org/10.1109/UCET51115.2020.9205379","url":null,"abstract":"Transportation has become a vital part of human society and in the world of technology, this means of transportation is enhanced everyday. One of the most crucial features of this is driving behavior. The purpose of this research is to Figure out the best and the most optimal solution for gathering data with minimum errors that can be further utilized for different purposes such as performing driving behavior analysis etc. Keeping in mind that performing the behavior analysis is not part of this research. The task of gathering this data is accomplished by performing 3 types of comparative experiments using 3 different approaches which are through (GPS, Accelerometer and OBD) technology. This research is aimed towards finding out the best approach with minimum error percentage. After performing separate experiments on all 3 approaches, OBD-II had the maximum accuracy without being affected by external factors.","PeriodicalId":163493,"journal":{"name":"2020 International Conference on UK-China Emerging Technologies (UCET)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127067026","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
High Isolation 8⨯8 MIMO Antenna Design for 5G Sub-6 GHz Smartphone Applications 针对5G Sub-6 GHz智能手机应用的高隔离MIMO天线设计
Pub Date : 2020-08-01 DOI: 10.1109/UCET51115.2020.9205450
Matthew Bridges, M. Khalily, M. Abedian, D. Serghiou, P. Xiao, R. Tafazolli
In this paper, an $8times 8$ Multiple Input Multiple Output (MIMO) antenna design for Fifth Generation (5G) sub-6GHz smartphone applications is presented. The antenna elements are based off a folded quarter wavelength monopole that operate at 3.4-3.8GHz. Isolation between antenna elements is provided through physical distancing. The fabricated antenna prototype outer casing is made from Rogers R04003C with dimensions based on future 5G enabled phones. Measured results show an operating bandwidth of 3.32 to 3. $925mathrm{G}mathrm{H}mathrm{z}(mathrm{S}_{11}lt$ -6dB) with a transmission coefficient $lt_{-}14.7mathrm{d}mathrm{B}$. A high total efficiency for an antenna array is also obtained at 70-85.6%. The design is suitable for MIMO communications exhibited by an Envelope Correlation Coefficient (ECC) $lt0.014$. To conclude a Specific Absorption Rate (SAR) model has been constructed and presented showing the user’s effects on the antenna’s S-parameter results. Measurements of the amount of power absorbed by the head and hand during operation have also been simulated.
本文提出了一种用于第五代(5G) sub-6GHz智能手机应用的$8 × 8$多输入多输出(MIMO)天线设计。天线元件基于折叠的四分之一波长单极子,工作在3.4-3.8GHz。天线元件之间的隔离是通过物理距离实现的。预制天线原型外壳由罗杰斯R04003C制成,尺寸基于未来的5G手机。测量结果表明,工作带宽为3.32 ~ 3。$925 mathm {G} mathm {H} mathm {z}( mathm {S}_{11}lt$ - 6db),传输系数$lt_{-}14.7 mathm {d} mathm {B}$。天线阵列的总效率也达到了70-85.6%。该设计适用于包络相关系数(ECC)为$lt0.014$的MIMO通信。最后,建立了一个比吸收率(SAR)模型,并给出了用户对天线s参数结果的影响。在操作过程中,头部和手部所吸收的能量的测量也进行了模拟。
{"title":"High Isolation 8⨯8 MIMO Antenna Design for 5G Sub-6 GHz Smartphone Applications","authors":"Matthew Bridges, M. Khalily, M. Abedian, D. Serghiou, P. Xiao, R. Tafazolli","doi":"10.1109/UCET51115.2020.9205450","DOIUrl":"https://doi.org/10.1109/UCET51115.2020.9205450","url":null,"abstract":"In this paper, an $8times 8$ Multiple Input Multiple Output (MIMO) antenna design for Fifth Generation (5G) sub-6GHz smartphone applications is presented. The antenna elements are based off a folded quarter wavelength monopole that operate at 3.4-3.8GHz. Isolation between antenna elements is provided through physical distancing. The fabricated antenna prototype outer casing is made from Rogers R04003C with dimensions based on future 5G enabled phones. Measured results show an operating bandwidth of 3.32 to 3. $925mathrm{G}mathrm{H}mathrm{z}(mathrm{S}_{11}lt$ -6dB) with a transmission coefficient $lt_{-}14.7mathrm{d}mathrm{B}$. A high total efficiency for an antenna array is also obtained at 70-85.6%. The design is suitable for MIMO communications exhibited by an Envelope Correlation Coefficient (ECC) $lt0.014$. To conclude a Specific Absorption Rate (SAR) model has been constructed and presented showing the user’s effects on the antenna’s S-parameter results. Measurements of the amount of power absorbed by the head and hand during operation have also been simulated.","PeriodicalId":163493,"journal":{"name":"2020 International Conference on UK-China Emerging Technologies (UCET)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127496945","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
Multi-Dimensional Microscopic Imaging of Biological Tissues Based on Polarization Spectrum 基于偏振光谱的生物组织多维显微成像
Pub Date : 2020-08-01 DOI: 10.1109/UCET51115.2020.9205323
Huizheng Tang, Heng Zhang, Juan Liu, Yongqiang Nie, Jie Wu, Bozhi Liu, Jichuan Xiong, Xuefeng Liu
In this study, we build an integrated microscope with multi-spectrum polarization imaging (MSPI) technology. Polarization imaging is achieved by rotating the polarizer and quarter wave plate, which can obtain parametric images of Stokes parameters, the polarization phase retardance, and the polarization ellipticity orientation angle. Hyperspectral imaging is achieved by using an electronically controlled liquid crystal wavelength filter in front of the broad-band visible light source. By calculating and integrating the intensity and parametric images under different illumination spectrum, the limitation of current polarization imaging due to the wavelength-dependent absorption of the sample was avoided. A significant improvement in resolving power and contrast was found in the imaging results of oocyte cells.
在这项研究中,我们建立了一个集成显微镜与多光谱偏振成像(MSPI)技术。偏振成像是通过旋转偏振片和四分之一波片实现的,可以得到Stokes参数、偏振相位延迟和偏振椭圆取向角的参数图像。高光谱成像是通过在宽频带可见光源前使用电控液晶波长滤光片实现的。通过对不同光照光谱下的光强图像和参数图像进行计算和积分,避免了样品波长依赖性吸收对电流偏振成像的限制。卵母细胞的成像结果在分辨能力和对比度方面有了明显的改善。
{"title":"Multi-Dimensional Microscopic Imaging of Biological Tissues Based on Polarization Spectrum","authors":"Huizheng Tang, Heng Zhang, Juan Liu, Yongqiang Nie, Jie Wu, Bozhi Liu, Jichuan Xiong, Xuefeng Liu","doi":"10.1109/UCET51115.2020.9205323","DOIUrl":"https://doi.org/10.1109/UCET51115.2020.9205323","url":null,"abstract":"In this study, we build an integrated microscope with multi-spectrum polarization imaging (MSPI) technology. Polarization imaging is achieved by rotating the polarizer and quarter wave plate, which can obtain parametric images of Stokes parameters, the polarization phase retardance, and the polarization ellipticity orientation angle. Hyperspectral imaging is achieved by using an electronically controlled liquid crystal wavelength filter in front of the broad-band visible light source. By calculating and integrating the intensity and parametric images under different illumination spectrum, the limitation of current polarization imaging due to the wavelength-dependent absorption of the sample was avoided. A significant improvement in resolving power and contrast was found in the imaging results of oocyte cells.","PeriodicalId":163493,"journal":{"name":"2020 International Conference on UK-China Emerging Technologies (UCET)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123765096","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 Efficient Packet Scheduling Algorithm for URLLC Systems URLLC系统中一种高效的分组调度算法
Pub Date : 2020-08-01 DOI: 10.1109/UCET51115.2020.9205417
Md. Ismail Husain, M. Haque, Faisal Tariq
Ultra-Reliable and Low Latency Communications (URLLC) is one of the most important service classes of the emerging 5G and beyond communications systems. This service is used for various applications including medical and healthcare, industrial automation, transportation and robotics where both latency and reliability is of paramount importance. To ensure very low latency, most widely used method is to use short packet size. For ensuring latency and reliability requirement, designing efficient scheduling mechanism is a major challenge. In this work, we propose an efficient packet scheduling algorithm for downlink data transmission. The algorithm provides the highest priority to the packets with largest weighted delay based quantity. The performance of the algorithm is evaluated against some key performance metrics and compared with existing well known scheduling scheme such as proportional fair (PF) and exponential proportional fair (EPF) schemes. The results show the superiority of the proposed packet scheduling algorithm compared to the above mentioned existing schemes.
超可靠和低延迟通信(URLLC)是新兴5G及以后通信系统中最重要的服务类别之一。该服务用于各种应用,包括医疗保健,工业自动化,运输和机器人,其中延迟和可靠性至关重要。为了确保非常低的延迟,最广泛使用的方法是使用短数据包大小。为了保证时延和可靠性,设计有效的调度机制是一个重大挑战。在这项工作中,我们提出了一种有效的分组调度算法用于下行数据传输。该算法为加权时延最大的数据包提供最高优先级。根据一些关键性能指标对算法的性能进行了评估,并与现有的比例公平(PF)和指数比例公平(EPF)调度方案进行了比较。实验结果表明,本文提出的分组调度算法与现有方案相比具有一定的优越性。
{"title":"An Efficient Packet Scheduling Algorithm for URLLC Systems","authors":"Md. Ismail Husain, M. Haque, Faisal Tariq","doi":"10.1109/UCET51115.2020.9205417","DOIUrl":"https://doi.org/10.1109/UCET51115.2020.9205417","url":null,"abstract":"Ultra-Reliable and Low Latency Communications (URLLC) is one of the most important service classes of the emerging 5G and beyond communications systems. This service is used for various applications including medical and healthcare, industrial automation, transportation and robotics where both latency and reliability is of paramount importance. To ensure very low latency, most widely used method is to use short packet size. For ensuring latency and reliability requirement, designing efficient scheduling mechanism is a major challenge. In this work, we propose an efficient packet scheduling algorithm for downlink data transmission. The algorithm provides the highest priority to the packets with largest weighted delay based quantity. The performance of the algorithm is evaluated against some key performance metrics and compared with existing well known scheduling scheme such as proportional fair (PF) and exponential proportional fair (EPF) schemes. The results show the superiority of the proposed packet scheduling algorithm compared to the above mentioned existing schemes.","PeriodicalId":163493,"journal":{"name":"2020 International Conference on UK-China Emerging Technologies (UCET)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123852732","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
Visual Perception Enhancement for HEVC Compressed Video Using a Generative Adversarial Network 基于生成对抗网络的HEVC压缩视频视觉感知增强
Pub Date : 2020-08-01 DOI: 10.1109/UCET51115.2020.9205459
Ting Wang, Jingbo He, Shuhua Xiong, Pradeep Karn, Xiaohai He
The emergence of generative adversarial network (GAN) promotes the great progress of deep learning generation model. In this paper, generative adversarial network is used to remove the visual artifact of compressed video, and a visual perception enhancement algorithm for HEVC compressed video is proposed. Specifically, after HEVC compression, the reconstructed image is output by GAN generator. The output image can effectively guide the discriminator of GAN to approximate the mapping between the encoded frame and the original frame. The adversarial loss of the generator to keep learning this mapping, which not only improves the visual perception quality of compressed video, but also removes the artifact. Experimental results demonstrate the superiority of our GAN network over other methods in terms of both Perceptual Index and visual quality.
生成对抗网络(GAN)的出现促进了深度学习生成模型的巨大发展。本文利用生成对抗网络去除压缩视频中的视觉伪影,提出了一种HEVC压缩视频的视觉感知增强算法。具体来说,经过HEVC压缩后的重构图像由GAN发生器输出。输出图像可以有效地引导GAN鉴别器逼近编码帧与原始帧之间的映射关系。利用生成器的对抗损失不断学习这种映射,既提高了压缩视频的视觉感知质量,又消除了伪影。实验结果表明,我们的GAN网络在感知指数和视觉质量方面都优于其他方法。
{"title":"Visual Perception Enhancement for HEVC Compressed Video Using a Generative Adversarial Network","authors":"Ting Wang, Jingbo He, Shuhua Xiong, Pradeep Karn, Xiaohai He","doi":"10.1109/UCET51115.2020.9205459","DOIUrl":"https://doi.org/10.1109/UCET51115.2020.9205459","url":null,"abstract":"The emergence of generative adversarial network (GAN) promotes the great progress of deep learning generation model. In this paper, generative adversarial network is used to remove the visual artifact of compressed video, and a visual perception enhancement algorithm for HEVC compressed video is proposed. Specifically, after HEVC compression, the reconstructed image is output by GAN generator. The output image can effectively guide the discriminator of GAN to approximate the mapping between the encoded frame and the original frame. The adversarial loss of the generator to keep learning this mapping, which not only improves the visual perception quality of compressed video, but also removes the artifact. Experimental results demonstrate the superiority of our GAN network over other methods in terms of both Perceptual Index and visual quality.","PeriodicalId":163493,"journal":{"name":"2020 International Conference on UK-China Emerging Technologies (UCET)","volume":"98 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121763906","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
Mobile Crowdsensing based Architecture for Intelligent Traffic Prediction and Quickest Path Selection 基于移动人群感知的智能交通预测与最快路径选择体系结构
Pub Date : 2020-08-01 DOI: 10.1109/UCET51115.2020.9205368
M. Raza, Ali Raza Barket, A. Rehman, A. Rehman, Inam Ullah
The mobile crowd sensing (MCS) network is a new reliable and robust paradigm It consists of the Internet of Things (IoTs), wireless sensor networks (WSNs), and mobile personal devices. MCS is commonly used for social, infrastructural, and environmental data collection. Therefore, MCS architecture is utilized for a real-time traffic flow measurement and for predicting the quickest path. Nowadays, traffic congestion is becoming a severe concern in urban areas. The main reasons for traffic congestion and traffic jam on the roads of metropolitan cities are ever-increasing population and vehicle production. Therefore, in this paper, we propose an MCS system, which provides the user congestion-free path to reach the destination in minimum travel time. The MCS architecture exploits collected smartphone data (e.g., speed, direction, and location) for a real-time traffic prediction. Subsequently, K-means Clustering is used to divide the traffic into small clusters. Then the convex hull algorithm is used to calculate the weights of each cluster. In this manner, the proposed system can competently determine the quickest path. The MCS system updates the user about the real-time traffic flow and suggests the quickest path after a specific interval of time until the user reaches the destination. We evaluate the proposed system by comparison with the traditional systems. The obtained results demonstrate that the proposed system provides less distance and reduces the travel time for different traffic scenarios as compared to traditional systems.
移动人群传感(MCS)网络是一种新的可靠和健壮的范例,它由物联网(iot)、无线传感器网络(wsn)和移动个人设备组成。MCS通常用于社会、基础设施和环境数据收集。因此,MCS架构被用于实时交通流量测量和预测最快路径。如今,城市交通拥堵已成为一个严重的问题。造成大城市道路交通拥挤和拥堵的主要原因是人口和车辆产量的不断增加。因此,在本文中,我们提出了一个MCS系统,它为用户提供了在最短的旅行时间内到达目的地的无拥塞路径。MCS架构利用收集到的智能手机数据(例如,速度、方向和位置)进行实时交通预测。随后,使用K-means聚类将流量划分为小簇。然后使用凸包算法计算每个聚类的权值。以这种方式,所提出的系统可以胜任地确定最快的路径。MCS系统向用户更新实时交通流量,并在用户到达目的地之前的特定时间间隔后建议最快的路径。通过与传统系统的比较,对所提出的系统进行了评价。结果表明,与传统系统相比,该系统在不同交通场景下提供的距离更短,行驶时间更短。
{"title":"Mobile Crowdsensing based Architecture for Intelligent Traffic Prediction and Quickest Path Selection","authors":"M. Raza, Ali Raza Barket, A. Rehman, A. Rehman, Inam Ullah","doi":"10.1109/UCET51115.2020.9205368","DOIUrl":"https://doi.org/10.1109/UCET51115.2020.9205368","url":null,"abstract":"The mobile crowd sensing (MCS) network is a new reliable and robust paradigm It consists of the Internet of Things (IoTs), wireless sensor networks (WSNs), and mobile personal devices. MCS is commonly used for social, infrastructural, and environmental data collection. Therefore, MCS architecture is utilized for a real-time traffic flow measurement and for predicting the quickest path. Nowadays, traffic congestion is becoming a severe concern in urban areas. The main reasons for traffic congestion and traffic jam on the roads of metropolitan cities are ever-increasing population and vehicle production. Therefore, in this paper, we propose an MCS system, which provides the user congestion-free path to reach the destination in minimum travel time. The MCS architecture exploits collected smartphone data (e.g., speed, direction, and location) for a real-time traffic prediction. Subsequently, K-means Clustering is used to divide the traffic into small clusters. Then the convex hull algorithm is used to calculate the weights of each cluster. In this manner, the proposed system can competently determine the quickest path. The MCS system updates the user about the real-time traffic flow and suggests the quickest path after a specific interval of time until the user reaches the destination. We evaluate the proposed system by comparison with the traditional systems. The obtained results demonstrate that the proposed system provides less distance and reduces the travel time for different traffic scenarios as compared to traditional systems.","PeriodicalId":163493,"journal":{"name":"2020 International Conference on UK-China Emerging Technologies (UCET)","volume":"267 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115682715","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
A Tri-band Implantable Antenna for Biotelemetry Applications 生物遥测应用的三波段植入式天线
Pub Date : 2020-08-01 DOI: 10.1109/UCET51115.2020.9205362
N. Malik, T. Ajmal, P. Sant, M. Rehman
In this paper we propose a compact size rectangular implantable tri-band patch antenna for biotelemetry applications. Rogers RT6010 is used as substrate and superstrate material. The resonant frequency is further lowered by using a shorting pin which also reduces patch resistance. For excitation 50-ohm microstrip line is used. The antenna operates in MICS band (402405) MHz, ISM band (902-928) MHz and (2.4-2.48) GHz at 402 MHz, 915 MHz and 2.4 GHz. The gain of the antenna is 2.05 dBi, 2.67 dBi and 5.39 dBi with bandwidth of 120 MHz, 166 MHz and 190 MHz at relevant frequencies when simulated in a fat layer box. SAR values are within allowable limits. The simulated results show that the antenna is an excellent choice for implantable applications as it can be used for data transmission, wakeup signal and wireless power transfer by using three frequency bands.
在本文中,我们提出了一种紧凑尺寸的矩形可植入三波段贴片天线用于生物遥测应用。罗杰斯RT6010用作衬底和衬底材料。通过使用缩短引脚进一步降低了谐振频率,这也降低了贴片电阻。激励采用50欧姆微带线。天线工作在MICS频段(402405)MHz、ISM频段(902-928)MHz和(2.4-2.48)GHz, 402 MHz、915 MHz和2.4 GHz。在胖层盒中模拟时,天线增益分别为2.05 dBi、2.67 dBi和5.39 dBi,相关频率带宽分别为120 MHz、166 MHz和190 MHz。SAR值在允许范围内。仿真结果表明,该天线可用于三个频段的数据传输、唤醒信号传输和无线电力传输,是植入式应用的理想选择。
{"title":"A Tri-band Implantable Antenna for Biotelemetry Applications","authors":"N. Malik, T. Ajmal, P. Sant, M. Rehman","doi":"10.1109/UCET51115.2020.9205362","DOIUrl":"https://doi.org/10.1109/UCET51115.2020.9205362","url":null,"abstract":"In this paper we propose a compact size rectangular implantable tri-band patch antenna for biotelemetry applications. Rogers RT6010 is used as substrate and superstrate material. The resonant frequency is further lowered by using a shorting pin which also reduces patch resistance. For excitation 50-ohm microstrip line is used. The antenna operates in MICS band (402405) MHz, ISM band (902-928) MHz and (2.4-2.48) GHz at 402 MHz, 915 MHz and 2.4 GHz. The gain of the antenna is 2.05 dBi, 2.67 dBi and 5.39 dBi with bandwidth of 120 MHz, 166 MHz and 190 MHz at relevant frequencies when simulated in a fat layer box. SAR values are within allowable limits. The simulated results show that the antenna is an excellent choice for implantable applications as it can be used for data transmission, wakeup signal and wireless power transfer by using three frequency bands.","PeriodicalId":163493,"journal":{"name":"2020 International Conference on UK-China Emerging Technologies (UCET)","volume":"154 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123380421","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 and Accurate Range-Doppler Estimation in Multi-Target Wideband Automotive FMCW Radar 多目标宽带汽车FMCW雷达快速精确距离多普勒估计
Pub Date : 2020-08-01 DOI: 10.1109/UCET51115.2020.9205374
A. Moussa, W. Liu
This paper studies the application of wideband frequency-modulated continuous-wave (FMCW) radar where the received signals are sampled first before processing. It is shown that sampling at a rate of the same order as the transmitted signal bandwidth and reducing the processed fast-time interval, helps resolve the effect of some unwanted artifacts accompanied with increasing the bandwidth and the target’s radial velocity. A signal model is first developed to capture range and velocity parameters, and upper bounds are then defined on the bandwidth that separate the wideband scenario from the narrowband one; finally a novel two-stage multiple signal classification (MUSIC) based algorithm is proposed and simulation results are provided to demonstrate its performance.
本文研究了宽带调频连续波(FMCW)雷达的应用,该雷达对接收到的信号先进行采样再进行处理。结果表明,采用与传输信号带宽相同阶的采样率,减小处理后的快速时间间隔,有助于消除带宽和目标径向速度增大带来的一些不需要的伪影的影响。首先开发一个信号模型来捕获距离和速度参数,然后在带宽上定义将宽带场景与窄带场景分开的上限;最后提出了一种新的基于两级多信号分类(MUSIC)的算法,并给出了仿真结果。
{"title":"Fast and Accurate Range-Doppler Estimation in Multi-Target Wideband Automotive FMCW Radar","authors":"A. Moussa, W. Liu","doi":"10.1109/UCET51115.2020.9205374","DOIUrl":"https://doi.org/10.1109/UCET51115.2020.9205374","url":null,"abstract":"This paper studies the application of wideband frequency-modulated continuous-wave (FMCW) radar where the received signals are sampled first before processing. It is shown that sampling at a rate of the same order as the transmitted signal bandwidth and reducing the processed fast-time interval, helps resolve the effect of some unwanted artifacts accompanied with increasing the bandwidth and the target’s radial velocity. A signal model is first developed to capture range and velocity parameters, and upper bounds are then defined on the bandwidth that separate the wideband scenario from the narrowband one; finally a novel two-stage multiple signal classification (MUSIC) based algorithm is proposed and simulation results are provided to demonstrate its performance.","PeriodicalId":163493,"journal":{"name":"2020 International Conference on UK-China Emerging Technologies (UCET)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129941913","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
期刊
2020 International Conference on UK-China Emerging Technologies (UCET)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1