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

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Smart Wristband for Gesture Recognition 手势识别智能手环
Pub Date : 2020-08-01 DOI: 10.1109/UCET51115.2020.9205426
Yuanjie Xia, H. Heidari, R. Ghannam
This paper aim to design a smart wristband for gesture recognition. Tendon movements around the wrist were measured by FSR sensors as input variables to classify different gestures. Polydimethylsiloxane material (PDMS) was applied to encapsulate FSR sensors, so that the wristband is flexible and suitable for people with different wrist sizes. Subsequently, the sensor data was transmitted to the computer via Bluetooth low energy (BLE) technology. MATLAB was used to train a classifier with ensemble subspace discrimination algorithm. After that, the received signal was processed by this trained classifier and made prediction. The accuracy is about 99.4%. Additionally, the paper explored how predict accuracy would be impacted when twisting the wrist. The result showed that a gesture in different angles was classified as different gestures. Overall, the wristband is rechargeable, portable and can accurately recognize over 6 gestures.
本文旨在设计一种用于手势识别的智能手环。通过FSR传感器测量腕部肌腱运动作为输入变量,对不同的手势进行分类。采用聚二甲基硅氧烷材料(PDMS)封装FSR传感器,使腕带具有柔韧性,适合不同腕部尺寸的人群使用。随后,传感器数据通过蓝牙低功耗(BLE)技术传输到计算机。利用MATLAB对集成子空间判别算法进行分类器训练。然后,用训练好的分类器对接收到的信号进行处理并进行预测。准确率约为99.4%。此外,本文还探讨了扭腕对预测精度的影响。结果表明,不同角度的手势被分类为不同的手势。总的来说,这款手环是可充电的、便携的,可以准确识别6种以上的手势。
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引用次数: 1
Hybrid Asymmetric Nanostructures for the Mid-Infrared 中红外杂化非对称纳米结构
Pub Date : 2020-08-01 DOI: 10.1109/UCET51115.2020.9205367
I. G. Mbomson, R. Rue, S. McMeekin, N. Johnson
In comparison with electromagnetic radiation at shorter wavelengths, infrared radiation is non-destructive for many organic molecules. Previous research has established the resonant behaviour of various nanostructures designed to operate in the mid-infrared region and observe the resonant behaviour of organic molecules, with applications in areas such as security screening, the environment and medicine. This paper considers some of the important features of a particular asymmetric nanostructure that is useful for such purposes. In addition, the paper will show how plasmon resonance hybridization can describe the resonance energy levels in asymmetric split ring resonators (A-SRRs).
与较短波长的电磁辐射相比,红外辐射对许多有机分子是无害的。先前的研究已经建立了各种纳米结构的共振行为,这些纳米结构被设计成在中红外区域工作,并观察有机分子的共振行为,这些纳米结构在安全筛查、环境和医学等领域得到了应用。本文考虑了一种特殊的非对称纳米结构的一些重要特征,这些特征对这种目的是有用的。此外,本文将展示等离子体共振杂交如何描述非对称分裂环谐振器(A-SRRs)中的共振能级。
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引用次数: 0
DRaNN: A Deep Random Neural Network Model for Intrusion Detection in Industrial IoT 基于深度随机神经网络的工业物联网入侵检测模型
Pub Date : 2020-08-01 DOI: 10.1109/UCET51115.2020.9205361
Shahid Latif, Zeba Idrees, Z. Zou, Jawad Ahmad
Industrial Internet of Things (IIoT) has arisen as an emerging trend in the industrial sector. Millions of sensors present in IIoT networks generate a massive amount of data that can open the doors for several cyber-attacks. An intrusion detection system (IDS) monitors real-time internet traffic and identify the behavior and type of network attacks. In this paper, we presented a deep random neural (DRaNN) based scheme for intrusion detection in IIoT. The proposed scheme is evaluated by using a new generation IIoT security dataset UNSW-NB15. Experimental results prove that the proposed model successfully classified nine different types of attacks with a low false-positive rate and great accuracy of 99.54%. To validate the feasibility of the proposed scheme, experimental results are also compared with state-of-the-art deep learning-based intrusion detection schemes. The proposed model achieved a higher attack detection rate of 99.41%.
工业物联网(IIoT)已成为工业领域的新兴趋势。工业物联网网络中存在的数百万个传感器会产生大量数据,这些数据可能会为几次网络攻击打开大门。入侵检测系统(IDS)监控实时互联网流量,识别网络攻击的行为和类型。本文提出了一种基于深度随机神经(DRaNN)的工业物联网入侵检测方案。使用新一代工业物联网安全数据集UNSW-NB15对所提出的方案进行了评估。实验结果表明,该模型成功地对9种不同类型的攻击进行了分类,假阳性率低,准确率高达99.54%。为了验证所提方案的可行性,实验结果还与目前最先进的基于深度学习的入侵检测方案进行了比较。该模型实现了99.41%的攻击检测率。
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引用次数: 34
A Low Complexity Linear Precoding Method for Massive MIMO 大规模MIMO的低复杂度线性预编码方法
Pub Date : 2020-08-01 DOI: 10.1109/UCET51115.2020.9205420
Salah Berra, M. Albreem, M. Abed
In massive multiple-input multiple-output (MIMO), the base-station (BS) is equipped with tens or hundreds of antennas to serve many users. The demand for a low complexity precoding algorithm is significantly increased. Linear precoding schemes, such as zero-forcing (ZF), are capable to obtain a quasi-optimum performance when a favourable channel propagation occurs in downlink massive (MIMO) systems. Particularly, conventional linear precoding techniques require to calculate a matrix inverse which increases the expenses of computational complexity. In this paper, a low complexity linear precoder based on a hybrid acceleration overrelaxation (AOR) method is proposed. The optimal relaxation, acceleration parameters, and the initial solution are selected to achieve an attractive balance between the performance and the computational complexity. Numerical results show that the proposed algorithm has greatly reduced the complexity from $mathcal{O}(K^{3})$ to $mathcal{O}(K^{2})$ (where K is the number of users). It also outperforms the up-to-date algorithms.
在大规模多输入多输出(MIMO)中,基站(BS)配备了数十或数百个天线来服务许多用户。对低复杂度预编码算法的需求显著增加。线性预编码方案,如零强迫(ZF),能够在下行链路大规模(MIMO)系统中获得有利的信道传播时获得准最佳性能。特别是传统的线性预编码技术需要计算矩阵逆,这增加了计算复杂度的开销。提出了一种基于混合加速超松弛(AOR)方法的低复杂度线性预编码器。选择最优松弛、加速度参数和初始解,以在性能和计算复杂度之间取得一个有吸引力的平衡。数值结果表明,该算法将复杂度从$mathcal{O}(K^{3})$大大降低到$mathcal{O}(K^{2})$ (K为用户数)。它也优于最新的算法。
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引用次数: 6
Facile and Cost Effective Paper Based Triboelectric Nanogenerators for Self Powered Environmental Sensing System 用于自供电环境传感系统的纸张摩擦电纳米发电机
Pub Date : 2020-08-01 DOI: 10.1109/UCET51115.2020.9205356
Muhammad Umaid Bukhari, M. Sajid, M. Q. Mehmood, M. Zubair, K. Riaz
Triboelectric nanogenerators (TENGs) have been introduced as a rational and effective way of powering the low consuming electronic devices and sensors. Mostly these nanogenerators are manufactured using costly materials and complex fabrication processes that restrict their usage especially in developing countries. In this paper, we have presented an inexpensive and facile TENG for powering the environmental sensor. Readily available and cost-effective materials were used for manufacturing TENG like paper, thread sealant PTFE tape, and pencil. The manufactured paper based TENG produced short circuit current and open circuit voltage of $110 mu mathrm{A}$ and 234 V respectively. The maximum power density of $96.22 mu mathrm{W} /$ cm2 was achieved at 5 M $Omega$. The rectified signal from TENG was used to charge a capacitor array of $300 mu mathrm{F}$ which was successively used to power the environmental sensor. Temperature and humidity can be measured by powering the environmental sensor with the help of the proposed TENG. This facile and cost-effective TENG can be easily manufactured and deployed in resource limited environment for self-powered sensing systems.
摩擦纳米发电机(TENGs)作为一种合理而有效的低功耗电子器件和传感器供电方式被引入。这些纳米发电机大多是使用昂贵的材料和复杂的制造工艺制造的,这限制了它们的使用,特别是在发展中国家。在本文中,我们提出了一种廉价和方便的TENG为环境传感器供电。制造TENG所用的材料包括纸张、螺纹密封剂、聚四氟乙烯胶带和铅笔。纸制TENG的短路电流和开路电压分别为$110 mu mathrm{A}$和234v。在5 M处达到$96.22 mu mathrm{W} /$ cm2的最大功率密度$Omega$。来自TENG的整流信号用于给$300 mu mathrm{F}$电容器阵列充电,该电容器阵列依次用于为环境传感器供电。温度和湿度可以通过在提出的TENG的帮助下为环境传感器供电来测量。这种简易和经济高效的TENG可以很容易地制造和部署在资源有限的环境中用于自供电传感系统。
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引用次数: 1
A Flexible and Compact Metamaterial UHF RID Tag for Remote Sensing in Human Health 一种用于人体健康遥感的柔性紧凑超材料超高频RID标签
Pub Date : 2020-08-01 DOI: 10.1109/UCET51115.2020.9205380
A. F. M. Fazilah, M. Jusoh, T. Sabapathy, Q. Abbasi, K. Hossain, H. Rahim, M. Yasin, M. N. Osman, M. Kamarudin, H. Majid, P. Soh
This paper presents a miniaturized UHF RFID tag antenna with increased gain using meander line techniques and metamaterial (MTM). The designed tag operates in the UHF RFID frequency band ranging from 860 to 960 MHz. It comprises of meandered lines with two hexagonal split ring resonators (H-SRRs) MTM cells. It is designed on a photo paper as its substrate which is 0.27 mm thick, with a dielectric constant of 3.2 and loss tangent of 0.05. Next, an RFID tag (NXP SL381213 UCODE G2iL chip) with an impedance of 23-j224 $Omega$ is integrated with the proposed antenna to assess its performance in terms of reflection coefficient, antenna gain and maximum reading range. The overall size of the tag is 92 mm x26 mm.
本文提出了一种利用弯曲线技术和超材料(MTM)实现增益增加的小型化超高频RFID标签天线。所设计的标签工作在860到960兆赫的UHF RFID频段。它由弯曲的线条和两个六边形分裂环谐振器(H-SRRs) MTM细胞组成。其衬底为0.27 mm厚的相纸,介电常数为3.2,损耗正切为0.05。接下来,将阻抗为23-j224 $Omega$的RFID标签(NXP SL381213 UCODE G2iL芯片)与所提出的天线集成,从反射系数、天线增益和最大读取范围等方面评估其性能。标签整体尺寸为92mm × 26mm。
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引用次数: 2
3D Mapping Methods and Consistency Checks to Exclude GNSS Multipath/NLOS Effects 排除GNSS多路径/NLOS影响的3D映射方法和一致性检查
Pub Date : 2020-08-01 DOI: 10.1109/UCET51115.2020.9205423
Jasmine Zidan, Osama Alluhaibi, E. I. Adegoke, E. Kampert, M. Higgins, Col R. Ford
In urban canyons, the positioning accuracy obtainable from global navigation satellite systems (GNSS) is mainly impaired by signal interference due to multipath and non-lineof-sight (NLOS) effects. GNSS is one of the sensors used in connected autonomous vehicles (CAVs) for positioning, navigation and timing (PNT). Hence, it is essential that GNSS receivers in CAVs are robust and resilient. In this paper, a method consisting of two layers of GNSS observation checks is suggested to exclude these effects in order to improve the positioning accuracy. The first layer excludes all non-consistent measurements identified by a chi-square test threshold. The second layer uses a decision tree for the exclusion of any remaining multipath/NLOS affected measurements, based on a data set obtained from a ray tracer for a 3D mapped model environment. The simulation results show an enhancement in positioning accuracy greater than 95%.
在城市峡谷中,全球卫星导航系统(GNSS)的定位精度主要受到多径和非视距(NLOS)效应的信号干扰的影响。GNSS是用于联网自动驾驶汽车(cav)定位、导航和授时(PNT)的传感器之一。因此,cav中的GNSS接收器必须具有鲁棒性和弹性。为了提高定位精度,本文提出了一种由两层GNSS观测检查组成的方法来排除这些影响。第一层排除了由卡方检验阈值识别的所有不一致的测量。第二层使用决策树来排除任何剩余的多路径/NLOS影响的测量,基于从3D映射模型环境的光线追踪器获得的数据集。仿真结果表明,定位精度提高95%以上。
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引用次数: 2
Comparison of Cross-section Profile Designs for Integrated Polarization Mode Controllers 集成极化模式控制器截面轮廓设计的比较
Pub Date : 2020-08-01 DOI: 10.1109/UCET51115.2020.9205445
Sia M. L. Andersson, L. Hou, J. Marsh, C. D. Farmer
Many laser applications in quantum technology require circularly polarized light at wavelengths accessible only through the GaAs-AlGaAs material system. Two proven designs of polarization mode convertor (PMC) were compared through simulation for a modified commercial 830 nm GaAs-AlGaAs structure. Structure type 1 used a deep-etched ridge waveguide, with a shallow-etched slot placed asymmetrically within the ridge. Structure type 2 also used a deep-etched ridge, but with sides of the ridge etched to different depths. Both structures support zero-order TE and TM modes, with the effective index difference between the modes determining the length of the PMC device. Although a range of dimensions and compositions was investigated, it was found the geometry of the waveguides did not significantly affect the effective index difference. The refractive index of the waveguide core was swept from 3.39 to 3.43, corresponding to Al contents from 0.45 to 0.3 respectively. In both structures, a higher index leads to the mode being concentrated in the core, which may lead to lower losses. As the structures give similar results, the main decider as to which one should be chosen should be the relative simplicity of fabrication.
量子技术中的许多激光应用都需要圆偏振光,其波长只能通过GaAs-AlGaAs材料系统获得。在改进的830nm商用GaAs-AlGaAs结构上,对两种已验证的偏振模式变换器(PMC)进行了仿真比较。结构类型1使用深蚀刻脊波导,在脊内不对称地放置浅蚀刻槽。结构类型2也使用了深蚀刻脊,但脊的两侧蚀刻深度不同。两种结构都支持零阶TE和TM模式,模式之间的有效指数差决定了PMC器件的长度。虽然研究了一系列的尺寸和组成,但发现波导的几何形状对有效折射率差没有显着影响。波导芯的折射率从3.39扫频到3.43,对应Al含量从0.45到0.3。在这两种结构中,较高的指数导致模态集中在核心,这可能导致更低的损耗。由于这两种结构给出了相似的结果,因此选择哪一种结构的主要决定因素应该是制造的相对简单性。
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引用次数: 0
Design of 1-Bit Digital Subwavelength Metasurface Element for Sub-6 GHz Applications 用于sub - 6ghz应用的1位数字亚波长超表面元件设计
Pub Date : 2020-08-01 DOI: 10.1109/UCET51115.2020.9205382
J. Kazim, M. Rehman, Mu’ath Al-Hasan, I. Mabrouk, M. Imran, Q. Abbasi
This paper proposes a novel 1-bit, electronically reconfigurable, subwavelength metasurface unit cell for sub-6 GHz applications. 180° phase shift is achieved by integrating a single PIN diode in the structure. The unit cell incorporates three layers: The top layer is used for wave reflection, the bottom layer is used for PIN diode placement and DC biasing, and the middle layer acts as a ground plane. The resonance of the unit cell is kept around 3.3 GHz. The magnitude of the reflection coefficient is above 90%. Besides, a phase difference of 180°+20° is achieved over 200 MHz bandwidth. With these characteristics, the proposed unit cell can find its applications in programmable metasurface functions such as beam steering, beam focusing and beam scattering.
本文提出了一种新颖的1位,电子可重构,亚波长超表面单元格,用于sub- 6ghz应用。180°相移是通过在结构中集成一个PIN二极管实现的。单元电池包含三层:顶层用于波反射,底层用于PIN二极管放置和直流偏置,中间层作为接地面。单体电池的谐振保持在3.3 GHz左右。反射系数的量级在90%以上。此外,在200 MHz带宽上实现了180°+20°的相位差。由于这些特点,所提出的单元电池可以在可编程的超表面功能中得到应用,如光束转向、光束聚焦和光束散射。
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引用次数: 2
A Miniaturized FSS Based Band-Stop Filter for EMI Shielding Applications 一种用于电磁干扰屏蔽的小型FSS带阻滤波器
Pub Date : 2020-08-01 DOI: 10.1109/UCET51115.2020.9205483
S. M. A. Shah, Fahad Ahmed, N. Shoaib
A miniaturized frequency selective surface having band-stop characteristics is presented. The proposed FSS is modeled on Rogers RO4350 substrate having unit cell dimensions of 6.75 mm x 6.75 mm. It attains at least 49.43 dB attenuation within the frequency band of 17.88 GHz to 26.72 GHz (i.e., fractional bandwidth 39.64%) to provide effective electromagnetic interference (EMI) shielding. The single layer structure also gives identical results for both incident transverse-electric and transverse-magnetic fields. The size compactness, wide-band operation and simple structure make this FSS a potential candidate for EMI shielding applications in K-band.
提出了一种具有带阻特性的小型化频率选择表面。所提出的FSS在罗杰斯RO4350基板上建模,其单元尺寸为6.75 mm x 6.75 mm。在17.88 GHz至26.72 GHz频段(即分数带宽39.64%)内,衰减至少达到49.43 dB,提供有效的电磁干扰屏蔽。单层结构对于入射的横向电场和横向磁场也给出了相同的结果。尺寸紧凑,宽频带工作和简单的结构使该FSS成为k波段EMI屏蔽应用的潜在候选者。
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引用次数: 0
期刊
2020 International Conference on UK-China Emerging Technologies (UCET)
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