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2020 Global Conference on Wireless and Optical Technologies (GCWOT)最新文献

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Analyzing Effects of Resource Distribution on Performance of Fog Infrastructure 资源配置对雾霾基础设施性能的影响分析
Pub Date : 2020-10-06 DOI: 10.1109/GCWOT49901.2020.9391604
Sara Jamil, R. Qureshi, Sohaib Ahmed
As the number of Internet of Things (IoT) devices are increasing, the data that is being produced is increasing as well. Cloud computing provides services for data storage and processing by using IT infrastructure on remote locations. With the increase in data, the load on cloud computing and communication infrastructure is on the rise as well, leading to increase in response time and latency. Fog computing addresses this issue to an extent by brining processing closer to the edge. As fog infrastructures are significantly different from cloud in terms of scale, processing capacity, bandwidth etc., they require focused analysis to improve their performance. In this paper, we analyze impact of resource distribution in small-scale fog infrastructure on its performance and resource utilization. We examine different topological arrangements of fog devices with varying resources. Our results show that the topological arrangement of fog resources affects the overall performance of fog infrastructure.
随着物联网(IoT)设备数量的增加,产生的数据也在增加。云计算通过在远程位置使用IT基础设施来提供数据存储和处理服务。随着数据量的增加,云计算和通信基础设施的负载也在增加,从而导致响应时间和延迟增加。雾计算通过使处理更接近边缘,在一定程度上解决了这个问题。由于雾基础设施在规模、处理能力、带宽等方面与云有很大不同,因此需要重点分析以提高其性能。本文分析了小规模雾霾基础设施中资源分布对其性能和资源利用率的影响。我们研究了具有不同资源的雾装置的不同拓扑安排。我们的研究结果表明,雾资源的拓扑排列影响雾基础设施的整体性能。
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引用次数: 0
Automatic Detection of Nephrops norvegicus Burrows in Underwater Images Using Deep Learning 基于深度学习的水下图像褐家鼠洞穴自动检测
Pub Date : 2020-10-06 DOI: 10.1109/GCWOT49901.2020.9391590
A. Naseer, E. Baro, Sultan Daud Khan, Y. V. Gordillo
Autonomous Underwater Vehicles and Remotely Operated Vehicles equipped with HD cameras are used by the scientist to capture the underwater footages efficiently and accurately. The abundance of the Norway Lobster Nephrops norvegicus stock in the Gulf of Cadiz is assessed based on the identification and counting of the burrows where they live, using underwater videos. The Instituto Español de Oceanografía (IEO) conducts an annual standard underwater television survey (UWTV) to generate burrow density estimates of Nephrops within a defined area, with a coefficient of variation (CV) or relative standard error of less than 20%. Currently, the identification and counting of the Nephrops burrows are carried out manually by the experts. This is quite hectic and time consuming job. Computer Vision and Deep learning plays a vital role now a days in detection and classification of objects. The proposed system introduces a deep learning based automated way to identify and classify the Nephrops burrows. The proposed work is using current state of the art Faster RCNN models Inception v2 and MobileNet v2 for objects detection and classification. Tensorflow is used to evaluate the Inception and MobileNet performance with different numbers of training images. The average mean precision of Inception is more than 75% as compared to MobileNet which is 64%. The results show the comparison of Inception and MobileNet detections, as well as the calculation of True Positive and False Positive detections along with undetected burrows.
科学家使用配备高清摄像机的自主水下航行器和遥控航行器高效准确地捕捉水下图像。加的斯湾挪威龙虾(norwegian Lobster Nephrops norvegicus)的丰度是根据对它们生活的洞穴的识别和计数,使用水下视频来评估的。Español de Oceanografía研究所(IEO)每年进行一次标准水下电视调查(UWTV),以在确定的区域内产生肾脏病变的洞穴密度估计,变异系数(CV)或相对标准误差小于20%。目前,肾脏洞的识别和计数是由专家手工进行的。这是一项相当忙碌和耗时的工作。如今,计算机视觉和深度学习在物体的检测和分类中起着至关重要的作用。提出的系统引入了一种基于深度学习的自动化方法来识别和分类肾洞。提出的工作是使用当前最先进的更快的RCNN模型Inception v2和MobileNet v2进行对象检测和分类。使用Tensorflow来评估Inception和MobileNet在不同数量的训练图像下的性能。盗梦空间的平均精度超过75%,而MobileNet的平均精度为64%。结果显示了Inception和MobileNet检测的比较,以及真阳性和假阳性检测以及未检测到的洞穴的计算。
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引用次数: 5
Single Image Super-Resolution with Application to Remote-Sensing Image 单图像超分辨率及其在遥感图像中的应用
Pub Date : 2020-10-06 DOI: 10.1109/GCWOT49901.2020.9391625
F. Deeba, Fayaz Ali Dharejo, Yuanchun Zhou, Abdul Ghaffar, Mujahid Hussain Memon, She Kun
To improve the resolution of satellite images, many researchers are committed to machine learning and neural network-based SR methods. SR has multiple residual network frameworks in deep learning that have improved performance and can extend thousands of layers in the system. However, each layer improves accuracy by doubling the number of layers, although training thousands of layers are too expensive, the process is slow, and there are functional recovery issues. To address these issues, we propose a super-resolution wide remote sensing residual network (WRSR), in which we increase the width and reduce the depth of the residual network, due to decreasing the depth of the network our model reduced memory costs. To enhance the resolution of the single image we showed that our method improves training loss performance by performing the weight normalization instead of augmentation technology. The results of the experiment show that the method performs well in terms of quantitative indicators (PSNR) and (SSIM).
为了提高卫星图像的分辨率,许多研究人员致力于机器学习和基于神经网络的SR方法。SR在深度学习中有多个残差网络框架,这些框架提高了性能,可以扩展系统中的数千层。然而,每一层通过将层数加倍来提高准确性,尽管训练数千层过于昂贵,过程缓慢,并且存在功能恢复问题。为了解决这些问题,我们提出了一种超分辨率宽遥感残差网络(WRSR),其中我们增加了残差网络的宽度,减少了残差网络的深度,由于减少了网络的深度,我们的模型降低了内存成本。为了提高单幅图像的分辨率,我们表明我们的方法通过执行权值归一化而不是增强技术来提高训练损失性能。实验结果表明,该方法在定量指标(PSNR)和(SSIM)方面具有良好的性能。
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引用次数: 2
IoT based Linear Models Analysis for Demand-Side Management of Energy in Residential Buildings 基于物联网的住宅建筑能源需求侧线性模型分析
Pub Date : 2020-10-06 DOI: 10.1109/GCWOT49901.2020.9391627
Hammad Shaikh, A. Khan, Muhammad Rauf, Asim Nadeem, Muhammad Taha Jilani, Muhammad Talha Khan
In modern homes, energy consumption accounts for most of the economic aspects and environmental sustainability. Intelligent energy management and its control play an important role in energy supply and demand; and it will change behavior and environmental changes. For energy management and its control, a hybrid Internet of Things (IoT) and personal wireless network-based devices have been developed. In terms of the need-side-management approach, the use of energy can be intelligently controlled by the device for greater durability. In this study, electricity consumption and utilization are categorized accurately based on data collected from consumer behavior in energy consumption and utilization. First, the data cut through the device is used to identify and summarize the power consumption patterns hidden in the data. Second, the different linear mode algorithms extracted from the Schick-Lear Python library will be used for energy consumption and its intelligent power control. By analyzing different algorithms, the predictive score is found to be sufficiently efficient for the recurrence prediction, while the multi-step and lead-time technique proved to be suitable for multidimensional energy prediction. Results show that root squared mean error (RSME) performance of the predictive model increased by 35% in the lead time approach. Similarly, in per day approach it is 33% more efficient than the recursive model when residual energy forecasting is utilized.
在现代家庭中,能源消耗占经济方面和环境可持续性的大部分。智能能源管理及其控制在能源供需中发挥着重要作用;它会改变人们的行为,改变环境。对于能源管理及其控制,一种基于物联网(IoT)和个人无线网络的混合设备已经被开发出来。在需求侧管理方法方面,可以通过设备智能控制能源的使用,从而提高耐用性。在本研究中,通过收集消费者在能源消耗和利用方面的行为数据,对电力消耗和利用进行了准确的分类。首先,通过设备的数据切割来识别和总结隐藏在数据中的功耗模式。其次,将从Schick-Lear Python库中提取的不同线性模式算法用于能耗及其智能功率控制。通过对不同算法的分析,发现预测分数法对于递归预测是足够有效的,而多步提前期法适用于多维能量预测。结果表明,在提前期方法下,预测模型的均方根误差(RSME)性能提高了35%。同样,在每日方法中,当使用剩余能量预测时,它比递归模型效率高33%。
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引用次数: 2
A Prospect of Efficient radio-frequency based underwater Wireless Data Transfer 基于高效射频的水下无线数据传输展望
Pub Date : 2020-10-06 DOI: 10.1109/GCWOT49901.2020.9391600
Muhammad Rauf, M. Aamir, A. Khan
Under-water wireless communication link has been a topic of higher interest due to an increase in various underwater operations. Such operations demand higher bandwidth with a fast velocity. This paper presents the experimental and FEM based simulations to investigate the radio waves based wireless link because of its higher magnitude in bandwidth and speed as compared to acoustic and optical technologies. Conduction current method is employed to transmit and receive the data in a conductive medium (Saltwater) with varying propagation heights. The investigations reveal that at the shallow water (less than the length of dipole, below sea level) produce significant surface waves (Airwaves) resulting in unidentified data reception. The height below sea level, more than the dipole length has resulted in the least BER as such it may be called an authentic data reception model.
由于各种水下作业的增加,水下无线通信链路已成为人们越来越感兴趣的话题。这样的操作需要更高的带宽和更快的速度。由于无线电波技术在带宽和速度上比声光技术具有更高的量级,因此本文提出了基于实验和FEM的模拟来研究基于无线电波的无线链路。采用传导电流法在不同传播高度的导电介质(盐水)中传输和接收数据。调查表明,在浅水(小于偶极子长度,低于海平面)产生明显的表面波(airwave),导致数据接收不明。低于海平面的高度大于偶极子长度导致的误码率最小,因此可以称为真实的数据接收模型。
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引用次数: 6
Ad Hoc Network as a solution in Disaster Management Ad Hoc网络在灾害管理中的应用
Pub Date : 2020-10-06 DOI: 10.1109/GCWOT49901.2020.9391631
Vishal Dattana, A. Kush, Raza Hasan, Salman Mahmood, V. R. Naidu
Whenever some natural disaster occurs, the immediate and most dreadful impact is a communication failure. It can easily be understood that communication systems can make a significant difference between survivals for life and death for those affected areas. In many situations, ad hoc networks have been used for recovery or communication links. The main reason behind the concept is that they are infrastructure less and can adopt any topology. Though in the research arena disaster situations are one of the challenging areas. The situation can be disastrous in many ways, in this paper underwater situation like flood etc. have been considered as a case study. It has been observed that a significant gain in the signal strength ranges from 50% to 70% have been achieved which is quite respectable in disaster situations. The performance has been evaluated in terms of energy and signals gained.
每当自然灾害发生时,最直接和最可怕的影响是通信故障。很容易理解的是,通信系统可以在受影响地区的生死存亡之间产生重大差异。在许多情况下,自组织网络已用于恢复或通信链路。这个概念背后的主要原因是它们的基础设施较少,可以采用任何拓扑。尽管在研究领域,灾害情况是具有挑战性的领域之一。这种情况在很多方面都是灾难性的,本文以洪水等水下情况为例进行了研究。据观察,信号强度的显著增益在50%到70%之间,这在灾难情况下是相当可观的。根据能量和获得的信号对性能进行了评估。
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引用次数: 1
An assessment of ionospheric delay correction at L5 and S1 frequencies for NavIC Satellite System NavIC卫星系统L5和S1频率电离层延迟校正的评估
Pub Date : 2020-10-06 DOI: 10.1109/GCWOT49901.2020.9391601
Sharat Chandra Bhardwaj, A. Vidyarthi, B. Jassal, A. Shukla
The NavIC (Navigation with Indian Constellation) satellite system is launched by India to achieve Point Precise Positioning (PPP) system for various navigational and geodetic applications in the Indian region at S1 (2492.028 MHz) and L5 (1176.45 MHz) frequencies. However, the positional accuracy is greatly affected by the ionospheric delay introduced in NavIC measurements. The estimation of the ionospheric delay requires accurate knowledge of the line-of-site ionosphere electron content i.e. Slant Total Electron Content (STEC) present between the satellite and receiver. As the STEC is a function of solar radiation, the assessment of diurnal variability of ionospheric delay correction is necessary to achieve precise positioning and modeling of delay correction for single-frequency users. In this work, the STEC has been estimated using NavIC dual-frequency code and carrier phase measurements at S1 and L5 frequencies. The estimated STEC is also corrupted by differential instrumental biases (DIBs) of satellite and receiver. The DIBs are determined by implementing a five-stage Kalman filter and are removed to arrive at true STEC. An analysis of the first-order ionospheric corrections at S1 and L5 frequencies have been done based on data collected over June 2017 from NavIC satellites. To reduce the data volume and processing complexity, the determination of a monthly mean value has been proposed for the delay correction analysis. The delay correction at S1 frequency has been observed significantly less as compared to L5. Thus this work proposes S1 as an operating frequency in a single-frequency NavIC receiver.
NavIC(印度星座导航)卫星系统由印度发射,用于实现点精确定位(PPP)系统,用于印度地区的各种导航和大地测量应用,频率为S1 (2492.028 MHz)和L5 (1176.45 MHz)。然而,在导航测量中引入的电离层延迟对定位精度影响很大。电离层延迟的估计需要准确地了解电离层电子含量,即卫星和接收机之间存在的倾斜总电子含量(STEC)。由于STEC是太阳辐射的函数,电离层延迟校正的日变率评估是实现单频用户延迟校正精确定位和建模的必要条件。在这项工作中,使用NavIC双频代码和S1和L5频率的载波相位测量来估计STEC。估计的STEC也会受到卫星和接收机的差分仪器偏差(DIBs)的干扰。dib通过实现五级卡尔曼滤波器来确定,并被去除以达到真正的STEC。基于2017年6月NavIC卫星收集的数据,对S1和L5频率的一阶电离层改正进行了分析。为了减少数据量和处理复杂性,提出了确定月平均值进行延迟校正分析的方法。与L5相比,S1频率处的延迟校正明显较少。因此,本工作建议将S1作为单频NavIC接收机的工作频率。
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引用次数: 3
CPW-Fed Micro-Strip Patch Antenna for Wireless Communication 无线通信用cpw馈电微带贴片天线
Pub Date : 2020-10-06 DOI: 10.1109/GCWOT49901.2020.9391602
A. Bagwari, Rahul Tiwari, V. Kushwah
A compact microstrip patch antenna (RMPA) using systematic coplanar waveguide (CPW-Fed) dual-band inverted U-slotted shaped printed antenna has designed for WiMAX/WLAN applications in this paper. Represent the antenna has an axial ratio is near about 2. A prototype CPW-Fed antenna was fabricated with FR4 Substrate with a dielectric constant of 4.3 and thickness $mathrm{h}=1.6$ mm. The antenna primarily consists of an asymmetrical coplanar waveguide with inverted U-slotted patch and excite by a $50 {Omega}$ CPW feed line for impedance matching to generate wide quad operating bands. This antenna is suitable for the range from 2.51 GHz to 3.96 GHz and 5.2–5.9 GHz. It is designed miniaturized CPW-Fed microstrip patch antenna has a compact size $35 mathrm{mm} times 39 mathrm{mm}$. This antenna to improve the gain, impedance bandwidth and also have lower return losses, better impedance matching. The main purpose of this work is to propose a wideband and improved gain antenna for mobile WiMAX, Wi-Fi/WLAN as well as military applications. The simulated results show that the proposed antenna has achieved wider bandwidth with a satisfactory gain by introducing a probe fed with shorting pin in the assistant of the partial ground plane.
针对WiMAX/WLAN应用,设计了一种采用系统共面波导(CPW-Fed)双频倒u型印刷天线的小型微带贴片天线(RMPA)。表示天线的轴向比在2左右。采用介电常数为4.3、厚度为$ mathm {h}=1.6$ mm的FR4衬底制备了CPW馈电天线原型。该天线主要由具有倒u型槽贴片的非对称共面波导和$50 {Omega}$ CPW馈线激励组成,用于阻抗匹配以产生宽四工作频带。该天线适用于2.51 GHz ~ 3.96 GHz和5.2 GHz ~ 5.9 GHz频段。它是一种小型化的CPW-Fed微带贴片天线,尺寸为$35 mathm {mm} × $ 39 mathm {mm}$。这种天线的增益提高,阻抗带宽也有较低的回波损耗,阻抗匹配更好。这项工作的主要目的是为移动WiMAX、Wi-Fi/WLAN以及军事应用提出一种宽带和改进增益天线。仿真结果表明,通过在部分地平面的辅助下引入带短引脚馈电的探针,该天线获得了更宽的带宽和满意的增益。
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引用次数: 4
Rain Attenuation Models for Mobile Satellite Communication in Sudan 苏丹移动卫星通信的雨衰减模型
Pub Date : 2020-10-06 DOI: 10.1109/GCWOT49901.2020.9391615
Arafa Omer Norain Malik, M. Hasan, R. Saeed, R. Mokhtar, Siti Norul Huda Sheikh Abdullah, M. Ahmed, S. Islam
Satellite communication can offer easy access means of communication at the tactical level. Reliable transmissions of video, voice, and data are critical parts of a successful communication sphere. Due to the rain attenuation, applications such as voice, video and data effects severely. This paper assesses the rain attenuation effects for satellite communications in Sudan. The assessment has done considering two steps. Firstly, the ITU rain attenuation model is derived and configured for the different values and for different frequency bands. Second, the simulation of a satellite link with Binary Phase Shift Keying (BPSK) modulation for data transmission and reception through fixed as well as the mobile channel has considered. Therefore, the rain effect is simulated using Gaussian distribution function, and lognormal distribution for multipath fading effect. Through the result analysis, the Bit Error Rate (BER) for both scenarios is assessed.
卫星通信可以在战术层面上提供方便的通信手段。视频、声音和数据的可靠传输是成功通信领域的关键部分。由于雨水衰减,语音、视频和数据等应用受到严重影响。本文评估了降雨衰减对苏丹卫星通信的影响。评估考虑了两个步骤。首先,推导了ITU降雨衰减模型,并针对不同的值和不同的频段进行了配置。其次,对采用二相移键控(BPSK)调制的卫星链路进行了模拟,并考虑了卫星链路在固定信道和移动信道上的数据传输和接收。因此,降雨效应采用高斯分布函数模拟,多径衰落效应采用对数正态分布模拟。通过结果分析,评估了两种场景下的误码率。
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引用次数: 1
Performance Study of Three (3) Digital Modulations Using New D-PISO Architecture In FPGA 基于新型D-PISO结构的三(3)种数字调制的FPGA性能研究
Pub Date : 2020-10-06 DOI: 10.1109/GCWOT49901.2020.9391607
M. A. Ilyas, M. Othman, B. Das
Dynamic symbol size modulation is a type modulation which could provide a fast transmission speed by removing the redundant symbol as compared to fixed symbol size modulation. The dynamic nature of the symbol created an additional problem in hardware design as the size of the symbol needed to be defined clearly and it cannot be changed and altered once the design has been generated. Thus, to address the issue, this research investigated the best implementation method and performance study of fixed and dynamic symbol size digital baseband modulation for an optical communication system in FPGA hardware design. KCU105 FPGA development board and Vivado software were chosen as the main platform to implement the design. A new Dynamic-Parallel Input Serial Output (D-PISO) architecture to implement dynamic symbol size baseband modulation in FPGA is created. Next, by using D-PISO architecture, dynamic symbol size modulation namely 8-reverse dual header pulse interval modulation (8-RDHPIM), 8-digital pulse interval modulation (8-DPIM) and fixed symbol size modulation 8-pulse position modulation (8-PPM) were fully implemented in the FPGA which has a transmitter and receiver module. An experimental comparative study was then carried out for each modulation technique. The main parameters investigated were symbol error rate performances. From the results, it can be concluded that for a power-limited system, 8-PPM could be selected as it can maintain a small number of symbol error rate (SER) even during low power transmission which is around −6 dBm. On the other hand, the 8-DPIM and 8-RDHPIM that achieved the transmission speed of 33.3 Mbps and 27.27 Mbps are suitable for systems that require high data speed and minimal clock synchronization.
动态符号大小调制是一种相对于固定符号大小调制,通过去除冗余的符号来提高传输速度的调制方式。符号的动态特性在硬件设计中产生了额外的问题,因为符号的大小需要明确定义,并且一旦设计生成,就不能更改和更改。因此,为了解决这个问题,本研究在FPGA硬件设计中对光通信系统中固定和动态符号大小的数字基带调制的最佳实现方法和性能进行了研究。本设计选用KCU105 FPGA开发板和Vivado软件作为主要平台来实现。提出了一种新的动态并行输入串行输出(D-PISO)体系结构,在FPGA中实现了动态符号大小基带调制。其次,利用D-PISO架构,在具有收发模块的FPGA中实现了动态符号大小调制即8-反向双报头脉冲间隔调制(8-RDHPIM)、8-数字脉冲间隔调制(8-DPIM)和固定符号大小调制8-脉冲位置调制(8-PPM)。然后对每种调制技术进行了实验比较研究。研究的主要参数是符号错误率性能。从结果中可以得出结论,对于功率有限的系统,可以选择8 ppm,因为它可以在低功率传输(约- 6 dBm)时保持少量符号错误率(SER)。另一方面,8-DPIM和8-RDHPIM的传输速度分别为33.3 Mbps和27.27 Mbps,适用于对数据传输速度要求高、时钟同步要求低的系统。
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引用次数: 1
期刊
2020 Global Conference on Wireless and Optical Technologies (GCWOT)
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