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2019 UK/ China Emerging Technologies (UCET)最新文献

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VANET Group Sizing for GFDM Relaying in Realistic Vehicular Networks 现实车载网络中GFDM中继的VANET组划分
Pub Date : 2019-08-01 DOI: 10.1109/UCET.2019.8881851
Scott Stainton, M. Johnston, S. Dlay
In this paper, we present recent results from implementing a Decode and Forward (DF) cooperative relay system, coupled with the utilization of GFDM as an efficient PHY layer waveform for unification with the anticipated 5G network. Through simulation over realistic vehicular channel models, VANET group sizing is analyzed and demonstrates a trade-off between allowing higher diversity through extra relays and their ability to be effectively used in this harsh channel. An upper limit is placed on the VANET group size for specific conditions.
在本文中,我们介绍了实现解码和转发(DF)合作中继系统的最新成果,以及利用GFDM作为有效的物理层波形与预期的5G网络统一。通过对现实车辆信道模型的仿真,分析了VANET分组大小,并证明了通过额外的继电器允许更高的分集与在这种恶劣信道中有效使用的能力之间的权衡。在特定条件下,对VANET组大小设置了上限。
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引用次数: 0
Beam Steerable Antenna Development for Wireless Health Monitoring 用于无线健康监测的波束可控天线研制
Pub Date : 2019-08-01 DOI: 10.1109/UCET.2019.8881864
M. S. Rabbani, A. Feresidis
A wideband high gain (>20dBi) beam scanning microstrip antenna array is presented for remote vital sign monitoring utilizing Doppler radar technique at 60 GHz-band. The array is designed by 32 (8×4) extended size patch elements where 8 elements are fed in series in four columns. Beam scanning is achieved by tuning the operating frequency across 58–63 GHz operating frequency band. Since a narrow frequency band is required for Doppler radar in vital sign monitoring, the beam scanning property is employed to detect vital signs of a person changing locations to different angular positions. Remote health monitoring measurements are taken with two identical antennas at 1–2 m distance from the subject. It is shown that both the breathing rate (BR) and heartbeat rate (HR) can be successfully detected within 20° of the angular range by tuning the operating frequency from 58–63 GHz.
提出了一种基于60 ghz波段多普勒雷达技术的宽带高增益(>20dBi)波束扫描微带天线阵列,用于远程生命体征监测。该阵列由32 (8×4)扩展尺寸的贴片元件设计,其中8个元件在四列中串联馈送。波束扫描是通过调整工作频率在58-63千兆赫的工作频段实现的。由于多普勒雷达在生命体征监测中需要较窄的频带,因此利用波束扫描特性检测人在不同角度位置变化时的生命体征。在距离受试者1-2米的地方用两个相同的天线进行远程健康监测测量。结果表明,通过在58 ~ 63 GHz范围内调整工作频率,呼吸频率(BR)和心跳频率(HR)均可在20°角范围内成功检测到。
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引用次数: 1
Implementation of Highly Accurate Test-Bed for Practical Evaluation of Wired and Wireless Internet Based Smart Grid Communications 基于有线和无线互联网的智能电网通信实用评估高精度试验台的实现
Pub Date : 2019-08-01 DOI: 10.1109/UCET.2019.8881858
Mehdi Zeinali, J. Thompson
There have been a number of previous studies for implementing low cost and easily deployable communication networks to support smart grid services such as demand side management, automatic metering infrastructure, and virtual power plants. The outcome of the research showed us that internet based communication is the best option for low-cost, reliable and fast deployment. However, different characteristics of the internet in terms of speed and reliability should be investigated practically to help design smart grid services. In this paper, we practically evaluated the robustness of the United-Kingdom (UK) Internet network for demand response services. Further, the internet connectivity of consumer premises has been evaluated regarding its suitability for sending short control packets, in terms of packet loss and latency. From the results it can be seen that the cable broadband and fourth Generation (4G) wireless access networks have better performance in terms of packet loss and latency whereas third Generation (3G) wireless networks show significantly poorer results.
之前已经有很多关于实现低成本和易于部署的通信网络来支持智能电网服务的研究,如需求侧管理、自动计量基础设施和虚拟发电厂。研究结果表明,基于互联网的通信是低成本、可靠和快速部署的最佳选择。然而,需要对互联网在速度和可靠性方面的不同特征进行实际研究,以帮助设计智能电网服务。在本文中,我们实际评估了英国(UK)互联网需求响应服务的鲁棒性。此外,消费者场所的互联网连接已经就其发送短控制数据包的适用性(包丢失和延迟)进行了评估。从结果可以看出,有线宽带和第四代(4G)无线接入网络在丢包和延迟方面性能更好,而第三代(3G)无线网络的性能明显较差。
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引用次数: 5
A Vision-Based Amateur Drone Detection Algorithm for Public Safety Applications 基于视觉的业余无人机公共安全检测算法
Pub Date : 2019-08-01 DOI: 10.1109/UCET.2019.8881879
Kainat Abbasi, A. Batool, Fawad, Muhammad Adeel Asghar, A. Saeed, Muhammad Jamil Khan, M. Rehman
Drones will be widely used in the smart cities of the future for the wireless approach, supplying goods, and for conserving the security of smart cities. Apart from the various benefits of the drones, they pose significant challenges and public concerns that need to be tackled. We propose an amenable framework to detect malicious drone and ensure public safety. The proposed model is validated using 400 images with various challenges such as occlusion, scale variation, blurriness, background clutter, and low illumination. After extracting the features using ResNet50 model, we applied SVM's RBF kernel for the classification. The classification accuracy presented in the confusion matrix for this model came out to be the highest in comparison to other state-of-the-art models.
无人机将在未来的智慧城市中广泛应用于无线方式,供应货物以及保护智慧城市的安全。除了无人机的各种好处之外,它们也带来了重大的挑战和公众的担忧,需要加以解决。我们提出了一个适用的框架来检测恶意无人机,确保公共安全。使用400张具有遮挡、尺度变化、模糊、背景杂波和低照度等各种挑战的图像对该模型进行了验证。利用ResNet50模型提取特征后,应用SVM的RBF核进行分类。与其他最先进的模型相比,该模型在混淆矩阵中给出的分类精度最高。
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引用次数: 7
2019 UK/ China Emerging Technologies (UCET) 2019中英新兴技术(UCET)
Pub Date : 2019-08-01 DOI: 10.1109/ucet.2019.8881886
Xiaoyan Shi, L. Reggiani, Scott Stainton, S. Maruf, Abdullah, Kang Tan
Modelling, Performance and Theory of Communication UAV Aided Data Dissemination for Multi-hop Backhauling in RAN Xiaoyan Shi (University of Edinburgh, United Kingdom (Great Britain)), John Thompson (University of Edinburgh, United Kingdom (Great Britain)), Majid Safari (University of Edinburgh, United Kingdom (Great Britain)), Shenjie Huang (the Uinviersity of Edinburgh, United Kingdom (Great Britain)), Rong Ke Liu (Beihang University, P.R. China) 1 A Study on Beamforming for Coverage of Emergency Areas from UAVs Luca Reggiani (Politecnico di Milano, Italy), Stefano Bolis (Politecnico di Milano, Italy), Davide Scazzoli (Politecnico di Milano, Italy), Maurizio Magarini (Politecnico di Milano, Italy), Mahtab Alam (Tallinn University of Technology, Estonia) 5 VANET Group Sizing for GFDM Relaying in Realistic Vehicular Networks Scott Stainton (Newcastle University, United Kingdom (Great Britain)), Martin Johnston (Newcastle University, United Kingdom (Great Britain)), S S Dlay (Newcastle University, United Kingdom (Great Britain)) 9 A Blockchain-based Secure Internet of Vehicles Management Framework Md Abdur Rahman (University of Prince Mugrin, Saudi Arabia), Md Mamunur Rashid (King's College London, United Kingdom (Great Britain)), Stuart Barnes (King's College London, United Kingdom (Great Britain)), Syed Maruf Abdullah (Smart City Research Laboratory, Saudi Arabia) 11 UWB-RTK Positioning System Based on TDOA Peng Zhao (University of Electronic Science and Technology of China, P.R. China), Xiaozhang Zhu (University of Electronic Science and Technology of China, P.R. China), Ling He (University of Electronic Science and Technology of China, P.R. China), Ziyan Yang (University of Electronic Science and Technology of China, P.R. China), Siming Zuo (University of Glasgow, United Kingdom (Great Britain)), Zhiqin Zhao (UESTC, P.R. China) 15 The Selected Samples Effect on the Projection Matrix to Estimate the Direction of Arrival Mohammed Al-Sadoon (Richmond Road, Bradford, BD7 1DP, United Kingdom (Great Britain) & University of Bradford, Iraq), Raed A Abd-Alhameed (University of Bradford, United Kingdom (Great Britain)), Basman Al-Nedawe (Middle Technical University & MTU, Iraq), Mohammed Bin Melha (Saudi Air Navigation Services, Saudi Arabia) 19 UAV-assisted Cluster-head Selection Mechanism for Wireless Sensor Network Applications Syed Kamran Haider (Hohai University, P.R. China), Muhammad Ali Jamshed (University of Surrey, United Kingdom (Great Britain)), Aimin Jiang (Hohai University, P.R. China), Haris Bin Pervaiz (Lancaster University, United Kingdom (Great Britain)), Qiang Ni (Lancaster University, United Kingdom (Great Britain)) 24 Position Paper: Prototyping Autonomous Vehicles Applications with Heterogeneous Multi-FPGA Systems Tarek Elouaret (ETIS Laboratory, France), Stephane Zuckerman (University of Cergy Pontoise, France), Lounis Kessal (ETIS-ENSEA, France), Yoan Espada (ETIS Laboratory, France), Nicolas Cuperlier (ETIS Laboratory, France), G
通信无人机辅助多跳回传数据传播建模、性能与理论研究石然小燕(英国爱丁堡大学)、John Thompson(英国爱丁堡大学)、Majid Safari(英国爱丁堡大学)、黄申杰(英国爱丁堡大学)、刘荣科(北京航空航天大学)Luca Reggiani (Politecnico di Milano, Italy), Stefano Bolis (Politecnico di Milano, Italy), Davide Scazzoli (Politecnico di Milano, Italy), Maurizio Magarini (Politecnico di Milano, Italy), Mahtab Alam(爱沙尼亚塔林理工大学)5现实车载网络中GFDM中继VANET分组大小Scott Stainton(纽卡斯尔大学,英国(大不列颠)),Martin Johnston(英国纽卡斯尔大学),S S Dlay(英国纽卡斯尔大学)基于区块链的安全车联网管理框架Md Abdur Rahman(沙特阿拉伯穆格林王子大学),Md Mamunur Rashid(英国伦敦国王学院),Stuart Barnes(英国伦敦国王学院),Syed Maruf Abdullah(智慧城市研究实验室),11基于TDOA的UWB-RTK定位系统赵鹏(中国电子科技大学),朱晓章(中国电子科技大学),何凌(中国电子科技大学),杨子妍(中国电子科技大学),左思明(英国格拉斯哥大学),赵志勤(电子科技大学)Mohammed Al-Sadoon (Richmond Road, Bradford, bd1dp, uk (Great Britain) & University of Bradford,伊拉克),Raed A Abd-Alhameed (University of Bradford, uk (Great Britain)), Basman Al-Nedawe (Middle Technical University & MTU, Iraq), Mohammed Bin Melha (Saudi Air Navigation Services, Saudi Air Navigation Services)Syed Kamran Haider(中国河海大学)、Muhammad Ali Jamshed(英国萨里大学(英国))、Aimin Jiang(中国河海大学)、Haris Bin peraiz(英国兰开斯特大学(英国))、倪强(英国兰开斯特大学(英国))Tarek Elouaret(法国ETIS实验室)、Stephane Zuckerman(法国塞尔日-蓬图瓦兹大学)、Lounis Kessal(法国塞尔日- ensea)、Yoan Espada(法国ETIS实验室)、Nicolas Cuperlier(法国ETIS实验室)、Guillaume Bresson(法国VEDECOM研究所)、Fethi Ben Ouezdou(法国VEDECOM研究所)、Olivier Romain(法国塞尔日-蓬图瓦兹大学)、车载Ad-hoc网络中的聚类算法28一种基于视觉的业余无人机公共安全检测算法Kainat Abbasi(巴基斯坦工程技术大学)、Ayesha Batool(巴基斯坦工程技术大学)、Kainat Abbasi(巴基斯坦工程技术大学)、Kainat Abbasi(巴基斯坦工程技术大学)、Kainat Abbasi(巴基斯坦工程技术大学)、Kainat Abbasi(巴基斯坦工程技术大学)、Kainat Abbasi(巴基斯坦工程技术大学)、Kainat Abbasi(巴基斯坦工程技术大学)、Kainat Abbasi(巴基斯坦工程技术大学)、Kainat Abbasi(英国格拉斯哥大学)、Kainat Abbasi(英国格拉斯哥大学)、Kainat Abbasi(英国格拉斯哥大学)、Kainat Abbasi(英国格拉斯哥大学)33 . Fawad Fawad(巴基斯坦工程技术大学)、Muhammad Asghar(巴基斯坦工程技术大学)、Ayesha Saeed(巴基斯坦工程技术大学)、Muhammad Khan(巴基斯坦工程技术大学)、Masood Ur-Rehman(英国(大不列颠)格拉斯哥大学
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引用次数: 4
Use of Expert System in Requirements Engineering Process A Systematic Literature Review 专家系统在需求工程过程中的应用——系统的文献综述
Pub Date : 2019-08-01 DOI: 10.1109/UCET.2019.8881880
Bushra Haq, Muhammad Nadeem, Imran Ali, Kamran Ali, M. Raza, M. Rehman
Requirements Engineering (RE) process deals with elicitation, analysis, negotiation, validation, management, and documentation of requirements. Several artificial intelligence (AI) based approaches have been proposed to automate RE activities. However, the requirements engineering community still lacks a comprehensive understanding on how expert system are used in RE process. The objectives of this study are (1) to explore the different AI approaches which are employed in requirements engineering, (2) to identify the main phases addressed by these approaches, (3) to identify AI tools that used in RE process, and (4) we tried to find the contributions and the benefits of applying expert system in RE. We found that expert system can partially facilitate the RE process, however no expert system can fully automate the RE process.
需求工程(RE)过程处理需求的引出、分析、协商、验证、管理和文档化。已经提出了几种基于人工智能(AI)的方法来自动化可再生能源活动。然而,需求工程界对专家系统在RE过程中的应用仍缺乏全面的认识。本研究的目的是:(1)探索需求工程中使用的不同人工智能方法,(2)确定这些方法所解决的主要阶段,(3)确定在可再生资源过程中使用的人工智能工具,(4)我们试图找到在可再生资源中应用专家系统的贡献和好处。我们发现专家系统可以部分地促进可再生资源过程,但没有专家系统可以完全自动化可再生资源过程。
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引用次数: 5
Visual Hand Tracking on Depth Image using 2-D Matched Filter 基于二维匹配滤波器的深度图像视觉手部跟踪
Pub Date : 2019-08-01 DOI: 10.1109/UCET.2019.8881866
Yong-qian Sun, Xiangpeng Liang, Hua Fan, M. Imran, H. Heidari
Hand detection has been the central attention of human-machine interaction in recent researches. In order to track hand accurately, traditional methods mostly involve using machine learning and other available libraries, which requires a lot of computational resource on data collection and processing. This paper presents a method of hand detection and tracking using depth image which can be conveniently and manageably applied in practice without the huge data analysis. This method is based on the two-dimensional matched filter in image processing to precisely locate the hand position through several underlying codes, cooperated with a Delta robot. Compared with other approaches, this method is comprehensible and time-saving, especially for single specific gesture detection and tracking. Additionally, it is friendly-programmed and can be used on variable platforms such as MATLAB and Python. The experiments show that this method can do fast hand tracking and improve accuracy by selecting the proper hand template and can be directly used in the applications of human-machine interaction. In order to evaluate the performance of gesture tracking, a recorded video on depth image model is used to test theoretical design, and a delta parallel robot is used to follow the moving hand by the proposed algorithm, which demonstrates the feasibility in practice.
手部检测是近年来人机交互研究的热点。为了准确地跟踪手部,传统的方法大多涉及使用机器学习和其他可用的库,这需要大量的数据收集和处理计算资源。本文提出了一种基于深度图像的手部检测与跟踪方法,该方法可以方便、易于管理地应用于实际中,而无需进行大量的数据分析。该方法基于图像处理中的二维匹配滤波,通过多个底层代码,配合Delta机器人精确定位手部位置。与其他方法相比,该方法易于理解且节省时间,特别是对于单个特定手势的检测和跟踪。此外,它是友好的编程,可以在各种平台上使用,如MATLAB和Python。实验表明,该方法通过选择合适的手部模板,可以实现快速的手部跟踪,提高精度,可直接用于人机交互的应用。为了评估手势跟踪的性能,利用深度图像模型上录制的视频对理论设计进行了验证,并利用delta并联机器人跟踪了手的运动,验证了该算法的可行性。
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引用次数: 8
Spectrum Cost Optimization for Cognitive Radio Transmission over TV White Spaces using Artificial Neural Networks 基于人工神经网络的电视白空间认知无线电传输频谱成本优化
Pub Date : 2019-08-01 DOI: 10.1109/UCET.2019.8881893
Metin Öztürk, A. Abubakar, N. Hassan, S. Hussain, M. Imran, C. Yuen
In this paper, the use of TV White Spaces (TVWS) by small cognitive radio wireless network operators (SCWNOs) is considered in order to support the growing demands for IoT applications in smart grid and smart cities. In order to support the wide range of services and applications that are being offered by SCWNOS, spectrum leasing could be considered as an alternative solution to achieve improved Quality of Service (QoS). We consider a situation whereby in order to satisfy the QoS requirements, SCWNOs can decide to lease a certain part of the TVWS spectrum that is referred to as high priority TVWS channel (HPC) for a certain period and pay a fee depending on the duration of HPC spectrum usage. We develop an Artificial Neural Networks (ANN) based online algorithm to determine the optimal transmission decision per time slot that would minimise the overall HPC leasing cost of the SCWNOs while satisfying the QoS constraints. The simulations results shows that our proposed ANN based online algorithms outperforms the Lyapunov based online algorithm while its performance is very close to the optimal offline solution with 99% accuracy.
本文考虑了小型认知无线电无线网络运营商(SCWNOs)对电视空白空间(TVWS)的使用,以支持智能电网和智能城市中对物联网应用日益增长的需求。为了支持SCWNOS提供的广泛服务和应用,频谱租赁可被视为实现改进服务质量(QoS)的替代解决方案。我们考虑这样一种情况,即为了满足QoS要求,SCWNOs可以决定租用TVWS频谱的某一部分,即高优先级TVWS信道(HPC),租用一段时间,并根据HPC频谱使用的持续时间支付费用。我们开发了一种基于人工神经网络(ANN)的在线算法,以确定每个时隙的最佳传输决策,从而使SCWNOs的总体HPC租赁成本最小化,同时满足QoS约束。仿真结果表明,我们提出的基于人工神经网络的在线算法优于基于Lyapunov的在线算法,其性能非常接近离线最优解,准确率达到99%。
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引用次数: 1
Wearable Peripheral Neuropathy Detection System based on Surface Electromyography 基于表面肌电图的可穿戴周围神经病变检测系统
Pub Date : 2019-08-01 DOI: 10.1109/UCET.2019.8881853
Kainat Yousaf, Hamna Ather, Wala Saadeh
Peripheral neuropathy is a condition that affects the normal activity of the nerves of the peripheral nervous system. Patients with peripheral neuropathy may have tingling, numbness, unusual sensations, weakness, or burning pain in the affected area. The prevalence of this ailment ranges from 50% in Turkey, 22-600% in the Middle East, and 69% in Pakistan. Our aim is to devise a simple and reliable method to detect neuropathy. The Electromyography (EMG) signal can be used to analyze medical abnormalities and to analyze the bio medics of the human body. The signal carries valuable information regarding the nerve system. The electromyogram will be used to record the electrical activity through the surface electrodes applied to the skin. This work aims to extract the EMG signal through various modules: pre-amplification, frequency response analysis and processing of the signal extracted from both healthy and the ones with the tremor. At the end, we will be able to differentiate a healthy person from the one suffering from the ailment. It is supposed that the analysis of EMG signal will have wider application and research of tremor detection.
周围神经病变是一种影响周围神经系统神经正常活动的疾病。周围神经病变患者受累部位可能有刺痛、麻木、异常感觉、无力或灼痛。这种疾病的患病率在土耳其为50%,在中东为22% -600%,在巴基斯坦为69%。我们的目的是设计一种简单可靠的方法来检测神经病变。肌电图(Electromyography, EMG)信号可用于医学异常分析和人体生物医学分析。这种信号携带着有关神经系统的宝贵信息。肌电图将被用来记录通过皮肤表面电极的电活动。本工作旨在通过对健康和震颤肌电信号的预处理、频响分析和处理等模块提取肌电信号。最后,我们将能够区分一个健康的人和一个患有疾病的人。预计肌电信号的分析将在震颤检测中有更广泛的应用和研究。
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引用次数: 1
Infrastructure scour risk assessment using instrumented particles 使用仪器颗粒进行基础设施冲刷风险评估
Pub Date : 2019-08-01 DOI: 10.1109/UCET.2019.8881885
C. Houston, D. Muir, M. Valyrakis
An instrumented sphere, namely “smart-sphere”, has been developed to monitor the risk to infrastructure scour, by assessing the hydrodynamic forces acting on it, near the bed surface. The “smart-sphere” is fitted with inertial sensors (MEMS, such as accelerometers and angular displacement sensors), which enable recording the particle's three-dimensional displacement. The sensor logs (6 inertial axis measurement) data at a configurable rate of 200-1000Hz. The obtained data are safely stored in an internal memory unit and downloadable to a PC in an easy fashion and in a usable human readable state.
一种仪表球体,即“智能球体”,已经被开发出来,通过评估作用在床面附近的水动力来监测基础设施冲刷的风险。“智能球体”装有惯性传感器(MEMS,如加速度计和角位移传感器),可以记录粒子的三维位移。传感器以200-1000Hz的可配置速率记录(6个惯性轴测量)数据。所获得的数据被安全地存储在一个内部存储器单元中,并且可以以一种简单的方式和在可用的人类可读状态下下载到PC。
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引用次数: 2
期刊
2019 UK/ China Emerging Technologies (UCET)
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