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2019 International Conference on Innovative Trends in Computer Engineering (ITCE)最新文献

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Loose Animal-Vehicle Accidents Mitigation: Vision and Challenges 减轻松散动物-车辆事故:远景与挑战
Pub Date : 2019-02-01 DOI: 10.1109/ITCE.2019.8646591
W. Saad, Abdulaziz S. Alsayyari
Undoubtedly, utilizing smart detection systems of loose animals crossing highways has become a necessity to reduce the reportedly high number of animal-vehicle accidents worldwide, where some of such accidents are fatal in their nature. In the Kingdom of Saudi Arabia, for example, loose camels are the main cause of animal-vehicle accidents, which commonly cause deaths and injuries with lifelong consequences. Loose animals vary from one country to another. For instance, animal-vehicle accidents often involve deer and moose in the USA and cows and elephants in India. Mostly, such accidents occur at nights and in foggy and dusty weathers. Therefore, the mitigation of such phenomenon has become a hot research topic in recent years and as a result variety of detection systems have been proposed. In this paper, a survey of animal-vehicle approaches are presented and compared. Moreover, a number of popular proposed systems are investigated and a study of their advantages and disadvantages are presented. Finally, the challenges for designing a reliable animal detection system are summarized and a proposed model for animal-vehicle collision avoidance system for camels is presented.
毫无疑问,利用智能检测系统来监测穿越高速公路的流浪动物已经成为一种必要,以减少据报道世界范围内大量的动物-车辆事故,其中一些事故本质上是致命的。例如,在沙特阿拉伯王国,松散的骆驼是动物-车辆事故的主要原因,这些事故通常造成死亡和伤害,并造成终身后果。松散的动物因国而异。例如,在美国,动物交通事故经常涉及鹿和驼鹿,在印度则涉及牛和大象。这类事故大多发生在夜间和多雾多尘的天气。因此,如何缓解这一现象已成为近年来的研究热点,各种检测系统应运而生。本文对动物-车辆方法进行了综述和比较。此外,还调查了一些流行的系统,并对它们的优缺点进行了研究。最后,总结了设计可靠的动物检测系统所面临的挑战,并提出了骆驼动物-车辆避碰系统模型。
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引用次数: 8
Application of multi-verse optimizer for transmission network expansion planning in power systems 多维优化器在电力系统输电网扩容规划中的应用
Pub Date : 2019-02-01 DOI: 10.1109/ITCE.2019.8646329
A. Shaheen, R. El-Sehiemy
Transmission Network Expansion Planning (TNEP) is an important issue in electrical power systems. It is a mixed integer, non-linear, non-convex optimization problem which aims to optimal selection of the routs, types, and number of the added circuits to face the expected future predicted load forecasting at minimum costs. This paper proposes the application of Multi-Verse Optimizer (MVO) for solving the TNEP with security constraints. MVO has various merits of being simple structure, having adaptive control parameter, and operating with high ability to escape the local optima stagnation. The MVO has been developed and applied to solve the TNEP problem for two realistic transmission Egyptian networks of West Delta System (WDS) and 500 kV of Extra High Voltage System (EHVS). The predicted load forecasting up to 2030 is considered based on the adaptive neuro-fuzzy inference system (ANFIS). The simulation results for the two systems show the capability of the proposed MVO to solve efficiently the TNEP problem. The MVO superiority is proven to produce economic planning and secure transmission routes.
输电网扩容规划是电力系统中的一个重要问题。它是一个混合整数、非线性、非凸优化问题,旨在以最小的成本优化选择增加电路的路由、类型和数量,以面对预期的未来预测负荷预测。本文提出了应用多重宇宙优化器(Multi-Verse Optimizer, MVO)来解决具有安全约束的TNEP问题。MVO具有结构简单、控制参数自适应、运行时摆脱局部最优停滞能力强等优点。开发并应用于西三角洲系统(WDS)和500kv特高压系统(EHVS)两个埃及实际输电网络的TNEP问题。研究了基于自适应神经模糊推理系统(ANFIS)的2030年前电力负荷预测问题。两个系统的仿真结果表明,所提出的MVO能够有效地解决TNEP问题。MVO的优越性被证明可以产生经济的规划和安全的传输路线。
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引用次数: 26
Performance Evaluation of Medium Access Control Protocols for Cognitive Radio Ad Hoc Networks 认知无线电自组织网络介质访问控制协议的性能评价
Pub Date : 2019-02-01 DOI: 10.1109/ITCE.2019.8646677
Shimaa Abdzaher, M. Abdrabou, A. Al-Shami, I. Saroit
Cognitive radio is a smart technology which can enhance the wireless communications by using the opportunistic access of the spectrum. Cognitive Radio Ad Hoc Network is a promising wireless network which depends on this technology. In this paper, we evaluate the performance evaluation of two different medium Access control protocols scenarios; single radio-multi channels Cognitive medium Access Control Protocol and two radios-multi channels cognitive medium access control protocol using Network Simulator 2 (NS-2). This study investigates the impact of increasing the packet size on the performance metrics such as network throughput. Simulation results proves that single radio-multi channels cognitive medium access control protocol outperforms the two radios-multi channels cognitive medium access control protocol in all aspects of performance metrics with increasing the packet size.
认知无线电是一种利用频谱的机会接入来增强无线通信的智能技术。认知无线自组织网络是一种很有发展前途的无线网络。在本文中,我们评估了两种不同的介质访问控制协议场景的性能评估;使用网络模拟器2 (NS-2)的单无线电多通道认知媒体访问控制协议和双无线电多通道认知媒体访问控制协议。本研究调查了增加数据包大小对网络吞吐量等性能指标的影响。仿真结果表明,随着分组大小的增加,单信道认知媒体访问控制协议在各方面的性能指标都优于双信道认知媒体访问控制协议。
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引用次数: 5
Performance Assessment of a Realistic Egyptian Distribution Network Including PV Penetration with DSTATCOM 基于DSTATCOM的埃及现实配电网光伏渗透性能评估
Pub Date : 2019-02-01 DOI: 10.1109/ITCE.2019.8646473
Ashraf Ramadan, Mohamed Ebeed, S. Kamel
This paper presents the influences of integrating Distributed Static Compensators (DSTATCOMs) and Photo voltaic (PV) units in the real distribution network (Tala City) at Menoufia_Egypt. The investigation is carried out with and without DSTATCOMs at different penetration levels of PV which include 60%, 70%, 80%, and 90%. The optimal ratings and locations of the DSTATCOMs and the PV units were determined using the improved sine cosine algorism (ISCA). The ISCA is based on Levy flight distribution with adaptive operators to enhance the searching performance of the original SCA. The considered objective function includes the power losses minimization, voltage deviations minimization and voltage stability improvement. The obtained results can be concluded that inclusion of PV units can reduce the power losses and improve both of the voltage profile and stability of the system considerably with increasing the penetration levels. In addition, the performance of the studied system is significantly improved when it is connecting with both PV penetration and DSTATCOM compared with the case of PV penetration only. Moreover, the obtained results verified the effectiveness of the proposed optimization technique for assigning the allocations of the DSTATCOMs and PV units in terms of the objective function.
本文介绍了在埃及menoufia_tala市实际配电网中集成分布式静态补偿器(DSTATCOMs)和光伏(PV)机组的影响。在PV的不同渗透水平(60%、70%、80%和90%)下,使用和不使用dstatcom进行了调查。采用改进的正弦余弦算法(ISCA)确定dstatcom和PV单元的最佳额定值和位置。ISCA是基于Levy飞行分布和自适应算子,以提高原有SCA的搜索性能。考虑的目标函数包括功率损耗最小化、电压偏差最小化和电压稳定性改善。所得结果表明,随着渗透水平的增加,光伏发电机组的加入可以显著降低功率损耗,改善系统的电压分布和稳定性。此外,所研究的系统在与PV穿透和DSTATCOM同时连接时,其性能比仅与PV穿透情况相比有显著提高。此外,所得结果验证了所提出的优化技术在目标函数上分配dstatcom和PV单元分配的有效性。
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引用次数: 10
Design and Analysis of Multi-Phase Buck DC-DC Converters for Li-Fi Attocell Drivers Li-Fi电池驱动器用多相降压DC-DC变换器的设计与分析
Pub Date : 2019-02-01 DOI: 10.1109/ITCE.2019.8646687
Anwaar M. Damerdash, M. Aly, E. Ahmed
Light fidelity (Li-Fi) is a visible light communications (VLC) system that employs the light emitting diodes (LED) lamps for wireless communications. The Li-Fi atto-cell driver systems use the lighting system fixtures to achieve two function; namely the illumination and communication functions. The Li-Fi systems are advantageous at using LEDs to transmit high speed communication signals without compromising their illumination at a good efficiency. The DC-DC converters represent the main core and the suitable choice of Li-Fi atto-cell drivers. The main challenges of Li-Fi atto-cell driver system is the implementation of complex communication modulation signals, such as quadrature amplitude modulation (QAM), in addition to the driver efficiency deteriorations due to the communication signal. In addition, achieving high bit rate is essential requirement for communication systems that make design of dc-dc converter is of a challenging task. This paper presents a comparative case study of single phase and multiphase buck DC-DC converters for driving Li-Fi systems. The comparison includes the converter design, the efficiency, and the maximum achievable bit rates of each topology.
光保真(Li-Fi)是一种使用发光二极管(LED)灯进行无线通信的可见光通信(VLC)系统。Li-Fi atto-cell驱动系统利用照明系统灯具实现两种功能;即照明和通讯功能。Li-Fi系统的优势在于使用led来传输高速通信信号,而不会以良好的效率影响其照明。DC-DC转换器代表了主要核心和Li-Fi atto-cell驱动器的合适选择。Li-Fi atto-cell驱动系统面临的主要挑战是实现复杂的通信调制信号,如正交调幅(QAM),以及由于通信信号而导致的驱动效率下降。此外,实现高比特率是通信系统的基本要求,使得dc-dc变换器的设计成为一项具有挑战性的任务。本文介绍了驱动Li-Fi系统的单相和多相降压DC-DC变换器的比较案例研究。比较包括转换器的设计、效率和每种拓扑的最大可实现比特率。
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引用次数: 4
Clustering of Remote Radio Heads in C-RAN to minimize the number of Base-Band Units C-RAN中远程无线电头的聚类以最小化基带单元的数量
Pub Date : 2019-02-01 DOI: 10.1109/ITCE.2019.8646613
H. Hesham, Rana Hesham, M. Ashour
Cloud Radio Access Networks (C-RAN) offer the means for adopting the coverage and the capacity according to the changing user densities and the associated change of required capacity. C-RAN decouples the provisioning of virtual Base Band Unit (BBU) from the physical transmission provided by the Remote Radio Head (RRH). This decoupling provides a similar decoupling between capacity and coverage. C-RAN allows the activation of the number of RRHs needed for coverage and the number of BBUs needed to satisfy the capacity need. The ability to connect multiple RRHs to the same BBU allows for enhancing coverage while achieving rate requirements using the least number of BBUs. The aim of this paper is to minimize the number of BBUs used to offer wireless coverage by providing techniques to split the coverage into the smallest number of RRH clusters. Each cluster is then connected to a single BBU. The paper investigates the use of three RRH clustering techniques in indoor 4G networks: a modified K-means based technique and two heuristic algorithms using numerical simulations. Results show that the K-means technique produced lower activated BBUs and the RRH clusters were tighter in space providing better user coverage per cluster.
云无线接入网(C-RAN)提供了根据用户密度的变化和所需容量的相关变化来采用覆盖范围和容量的方法。C-RAN将虚拟基带单元(BBU)的供应与远程无线电头(RRH)提供的物理传输解耦。这种分离在容量和覆盖率之间提供了类似的分离。C-RAN允许激活覆盖所需的rrh数量和满足容量需求所需的bbu数量。将多个rrh连接到同一个BBU的能力可以增强覆盖范围,同时使用最少数量的BBU实现速率要求。本文的目的是通过提供将覆盖划分为最小数量的RRH集群的技术来最小化用于提供无线覆盖的bbu数量。然后将每个集群连接到单个BBU。本文研究了室内4G网络中三种RRH聚类技术的使用:一种改进的基于k均值的技术和两种使用数值模拟的启发式算法。结果表明,K-means技术产生了较低的激活bbu, RRH集群在空间上更紧密,每个集群提供了更好的用户覆盖。
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引用次数: 1
Effect of Different Spatial Resolutions of Multi-temporal Satellite Images Change Detection Application 不同空间分辨率对多时相卫星图像变化检测应用的影响
Pub Date : 2019-02-01 DOI: 10.1109/ITCE.2019.8646510
Abdelrahman Yehia, H. Elhifnawy, M. Safy
Remote sensing (RS) satellites may provide much information about the land cover at different resolutions that have been utilized in many military and civil purposes. Multi-temporal images Change detection (CD) is one of the RS applications. Images Co-registration is an important step before the change detection process, and although they are geo-referenced to each other they may not have the same spatial resolution. So, prior to the multi-temporal analysis, images should be similar in pixel size. Using optical sensors with different characteristics and resolutions to obtain the same geographical area may cause effects in change detection results. In this paper; Image difference pixel-based change detection technique is proposed, and the effect of the image pixel size on change detection is studied. Two Images of the same area are taken from two different sensors; Worldview2 and Quickbird2 images with “2”m and “2.4”m pixel size are used respectively. The change detection results show that; for “2” m pixel size, the change detection is 0.15 % With regard to “1” m, the change detection is 0.06 % With regard to “2.4” m, and 0.05 % with regard to “4” m pixel size. On the other hand, the change detection results show that, for “2.4” m pixel size, the change detection is 0.09 % With regard to “1” m and 0.015 % With regard to “4” m pixel size.
遥感卫星可以提供许多不同分辨率的关于土地覆盖的信息,这些信息已被用于许多军事和民用目的。多时相图像变化检测(CD)是遥感技术的应用之一。图像协同配准是变化检测过程之前的一个重要步骤,尽管它们彼此是地理参考,但它们可能具有不同的空间分辨率。因此,在进行多时相分析之前,图像的像素大小应该相似。使用不同特性和分辨率的光学传感器获取相同的地理区域,可能会对变化检测结果产生影响。在本文中;提出了基于图像差分像素的变化检测技术,并研究了图像像素大小对变化检测的影响。同一区域的两幅图像来自两个不同的传感器;Worldview2和Quickbird2图像的像素分别为“2”m和“2.4”m。变化检测结果表明;对于“2”m像素尺寸,“1”m的变化检测率为0.15%,对于“2.4”m的变化检测率为0.06%,对于“4”m像素尺寸的变化检测率为0.05%。另一方面,变化检测结果表明,对于“2.4”m像素尺寸,对于“1”m的变化检测率为0.09%,对于“4”m像素尺寸的变化检测率为0.015%。
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引用次数: 1
A Fog-based IoT Platform for Smart Buildings 基于雾的智能建筑物联网平台
Pub Date : 2019-02-01 DOI: 10.1109/ITCE.2019.8646480
Ghada H. Alsuhli, Ahmed K. F. Khattab
In this paper, we propose an Internet of Things (IoT) layered architecture that supports heating, ventilation and air-conditioning (HVAC), lighting and security systems in a building, depending on continuous environmental parameters monitoring and efficient occupancy detection. The proposed architecture is composed of five layers: end devices, network connectivity, fog processing, cloud processing and security and privacy layers. This architecture is used to build a prototype of an office ambience monitoring and control system. In the developed prototype, the information about the indoor ambience is collected in real-time in the end devices layer and sent using the network connectivity layer to the fog. This information is aggregated and preprocessed in the fog before being passed to the cloud where it is finally stored and analyzed. According to the analysis results, proper decisions are made and sent back to the related actuators to set the office ambience accordingly or to fire an alarm. Actuators remote control and system configuration are also provided through a web-based interface. The developed system prototype is deployed and tested to prove that the system satisfies its intended purposes.
在本文中,我们提出了一种物联网(IoT)分层架构,该架构基于连续的环境参数监测和高效的占用检测,支持建筑物中的供暖、通风和空调(HVAC)、照明和安全系统。该架构由五层组成:终端设备层、网络连接层、雾处理层、云处理层和安全和隐私层。利用该体系结构构建了一个办公环境监控系统的原型。在开发的原型中,终端设备层实时收集室内环境信息,并通过网络连接层发送到雾中。这些信息在雾中被聚合和预处理,然后被传递到云中,在那里它最终被存储和分析。根据分析结果,做出适当的决策,并将其发送回相关的执行器,以设置相应的办公环境或发出警报。执行器远程控制和系统配置也通过基于web的界面提供。开发的系统原型被部署和测试,以证明系统满足其预期目的。
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引用次数: 13
RF Energy Harvesting Using Transparent Antenna for IoT Application 物联网应用透明天线射频能量收集
Pub Date : 2019-02-01 DOI: 10.1109/ITCE.2019.8646423
N. Eltresy, D. Elsheakh, E. Abdallah, H. Elhennawy
This paper presents a broad band fully transparent antenna for radio frequency energy harvesting. This antenna is used for powering internet of things low power devices especially in the smart museums. The proposed antenna has a high transparency that reached to 90%. So that it can be fixed on museums glass windows, buildings or cars without any effect on the eye vision and decoration. Moreover, it is the first time to fabricate a fully transparent antenna in Egypt. So, the proposed antenna has simple structure just to master the fabrication technology. Glass is used as a substrate and the indium tin oxide is used as a transparent conductor. The proposed antenna has low cost material and fabrication technology. The same proposed antenna is printed on opaque FR4 substrate which is used for comparison. The chosen opaque substrate has thickness and dielectric constant close to the transparent glass substrate.
提出了一种用于射频能量采集的宽带全透明天线。该天线用于为物联网低功耗设备供电,特别是在智能博物馆中。该天线具有较高的透明度,达到90%。使其可以固定在博物馆、玻璃窗、建筑物或汽车上,而不影响视觉和装饰。此外,这是埃及首次制造出完全透明的天线。因此,只要掌握制作技术,所设计的天线结构简单。玻璃用作衬底,氧化铟锡用作透明导体。该天线具有低成本的材料和制造工艺。同样提出的天线印刷在不透明的FR4基板上,用于比较。所选不透明基板的厚度和介电常数接近透明玻璃基板。
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引用次数: 4
Crowd Modeling Based Auto Activated Barriers for Management of Pilgrims in Mataf 基于人群建模的马塔塔朝觐者自动激活障碍管理
Pub Date : 2019-02-01 DOI: 10.1109/ITCE.2019.8646529
Samir A. Elsagheer Mohamed, M. T. Parvez
Tens of millions of people visit every year the Grand Mosque in Makkah for Hajj and Umrah. Making Tawaf (circumambulating the Ka’ba) is an essential rite in Hajj and Umrah. During peak hours, crowd density in Mataf (the area around the Ka’ba) becomes extremely intense. Even when the crowd density in Mataf is less, kissing the Black Stone (a part of the ritual of making the Tawaf) is a daunting task. This is due to the lack of proper queueing of pilgrims wishing to touch and kiss the Black Stone. In this work, we propose a Finite State Machine (FSM) based model for simulating the crowd movement during Tawaf. The model can be implemented in real time crowd monitoring in Mataf. Based on the models outputs, a system for auto-activated barriers is proposed to arrange the pilgrims in queue who want to touch and kiss the Black Stone.
每年有数千万人前往麦加的大清真寺进行朝觐和朝圣。Tawaf(绕天坛)是朝觐和朝觐必不可少的仪式。在高峰时段,Mataf(克尔巴周围地区)的人群密度变得极其密集。即使在人群密度较低的马塔夫,亲吻黑石(制作塔瓦夫仪式的一部分)也是一项艰巨的任务。这是由于希望触摸和亲吻黑石的朝圣者缺乏适当的排队。在这项工作中,我们提出了一个基于有限状态机(FSM)的模型来模拟Tawaf期间的人群运动。该模型可以在Mataf的人群实时监控中实现。基于模型的输出,提出了一种自动激活障碍系统,用于安排想要触摸和亲吻黑石的朝圣者排队。
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引用次数: 7
期刊
2019 International Conference on Innovative Trends in Computer Engineering (ITCE)
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