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2014 2nd International Conference on Electronic Design (ICED)最新文献

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Automatic target detection in GPR images using Histogram of Oriented Gradients (HOG) 基于定向梯度直方图的探地雷达图像目标自动检测
Pub Date : 2014-08-01 DOI: 10.1109/ICED.2014.7015795
K. L. Lee, M. Mokji
Ground Penetrating Radar (GPR) has proven itself to be one of the most popular and reliable geophysical device in subsurface investigation. However, human operators are required to manually interpret the GPR data. In a typical geophysical survey, collected GPR data sometimes can be enormously huge, causing issues such as time consuming and inaccuracy in results due to human errors. In this paper, we present an algorithm that automatically detects hyperbolic signatures in GPR data in B-scan model. This developed algorithm is able to mark potential regions that contain the reflections from target of buried objects. Histogram of Oriented Gradients (HOG) was initially developed to detect pedestrians, but it can be also well-adapted to detect particular shapes and objects. HOG descriptors are extracted from a set of training images and are trained using a linear SVM classifier. The main purpose of this algorithm is to narrow down the data into possible target reflection regions. After that, we implement Hough Transform to highlight the hyperbolic patterns in the reflection. The results shows that the developed system can perform target detection at an average of 93.75% detection rate for all four test sets.
探地雷达(GPR)已成为地下勘探中最常用、最可靠的地球物理设备之一。然而,需要人工操作员手动解释GPR数据。在典型的地球物理调查中,收集到的GPR数据有时可能非常庞大,导致耗时和由于人为错误而导致结果不准确等问题。本文提出了一种基于b扫描模型的探地雷达数据双曲特征自动检测算法。该算法能够标记出包含目标反射的潜在区域。定向梯度直方图(HOG)最初是为了检测行人而开发的,但它也可以很好地适应于检测特定的形状和物体。HOG描述符从一组训练图像中提取,并使用线性支持向量机分类器进行训练。该算法的主要目的是将数据缩小到可能的目标反射区域。之后,我们实现霍夫变换来突出反射中的双曲模式。结果表明,所开发的系统对所有4个测试集的平均目标检测率为93.75%。
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引用次数: 37
Multi-directional beam of patch antenna 贴片天线的多向波束
Pub Date : 2014-08-01 DOI: 10.1109/ICED.2014.7015801
M. Jusoh, A. H. Ismail, M. Kamarudin, A. Alomainy, Mohd Waffy Nasrudin, T. Sabapathy
A parasitic planar patch antenna capable of multidirectional pattern reconfiguration is presented. The integration of mutual coupling principle with the parasitic techniques has realized the pattern reconfigurable features. The antenna structure consists of a driven element surrounded by four parasitic elements act as reflectors and director depending on the switching schemes. All parasitic elements is directly connected to the ground via shorting pins. Reconfiguration achieved using four PIN diode switches by experimentally investigating the effect of switching technique on overall steering performance. The proposed antenna achieves nine clear beam angular positions at □=0°, 0°, 45°, 90°, 135°, 180°, 225°, 270° and 315°. Moreover, the proposed antenna has achieved excellent gain levels at all reconfiguration scenarios with an average value 7 dBi. Regardless of the switching configurations, the proposed antenna has stable S11 between 2.36 GHz to 2.39 GHz application.
提出了一种具有多向方向图重构能力的寄生平面贴片天线。将互耦合原理与寄生技术相结合,实现了模式的可重构特性。该天线结构由一个驱动元件和四个寄生元件组成,寄生元件根据不同的切换方式分别充当反射器和定向器。所有寄生元件都通过短脚直接连接到地面。通过实验研究开关技术对整体转向性能的影响,实现了四个PIN二极管开关的重构。该天线在□=0°、0°、45°、90°、135°、180°、225°、270°和315°处实现9个清晰波束角位置。此外,所提出的天线在所有重新配置场景下都取得了优异的增益水平,平均值为7 dBi。无论交换配置如何,所提出的天线在2.36 GHz到2.39 GHz之间具有稳定的S11应用。
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引用次数: 4
Application Specific Electronic Nose (ASEN) for Ganoderma boninense detection using artificial neural network 应用专用电子鼻(ASEN)进行人工神经网络检测灵芝
Pub Date : 2014-08-01 DOI: 10.1109/ICED.2014.7015788
A. Abdullah, A. Shakaff, A. Zakaria, F. Saad, S. A. Abdul Shukor, A. Mat
Oil palm has many usages and mainly is used in food, detergent and medical products. However, the crop is susceptible to diseases where one of them, the Basal Stem Rot (BSR) disease, is affecting oil palm plantations in Malaysia and Indonesia. Currently, most of the detection techniques in treating the disease require detailed operating procedures and some are still not fully tested. In this paper, the Application Specific Electronic Nose (ASEN) is proposed to be used in Ganoderma boninense detection which is the basidiomycetes fungi of BSR disease. The specific sensor arrays will increase the instrument performance while reducing the cost, processing time and noise. The instrument data processing uses Artificial Neural Network (MLP, PNN and RBF) classification model. Initial results show that the instrument was able to detect the fungus. The instrument provides an effective low cost non-destructive method for the disease detection. This indicates that the instrument can be used as a detection system for plant disease monitoring.
油棕有许多用途,主要用于食品、洗涤剂和医疗产品。然而,这种作物容易受到病害的影响,其中一种病,即基底茎腐病(BSR),正在影响马来西亚和印度尼西亚的油棕种植园。目前,治疗该疾病的大多数检测技术需要详细的操作程序,有些仍未完全测试。本文提出了应用特异性电子鼻(ASEN)技术在牛灵芝(Ganoderma boninense)检测中的应用。特定的传感器阵列将提高仪器性能,同时降低成本,处理时间和噪音。仪器数据处理采用人工神经网络(MLP、PNN和RBF)分类模型。初步结果表明,该仪器能够检测出真菌。该仪器为疾病检测提供了一种低成本、无损的有效方法。这表明该仪器可作为植物病害监测的检测系统。
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引用次数: 8
Design and development of a portable visible-light communication transceiver for indoor wireless multimedia broadcasting 用于室内无线多媒体广播的便携式可见光通信收发器的设计与研制
Pub Date : 2014-08-01 DOI: 10.1109/ICED.2014.7015764
It Ee Lee, Jia Chin Law, Kat Yee Chung, Kean Fong, Yi Qin Liew, Sheue Yun Quan, Jia Zun Tuen, Chee Keong Tan
Recent rapid progress in information and communication technologies has spurred the exponential surge in the demand for unlimited high-speed and ubiquitous broadband wireless access (BWA), resulting in severe congestion of the radio frequency (RF) spectrum and wireless traffic bottleneck. Visible-light communications (VLC) is poised to become a promising BWA candidate to resolve the existing “last mile” problems. In this paper, we propose and initiate the implementation of a low-cost portable VLC transceiver capable of indoor wireless communication and multimedia broadcasting, thus presenting an economical and cable-free solution to various multimedia applications. The proposed optical transceiver design is based upon the integration of the transmitter and receiver hardware and an interactive software module, and relies upon a microcontroller which forms the system hub to manage the data and process flows among the different block components. The interactive software module consists of a graphical user interface (GUI) and a data processing algorithm, in order to control file transmission and reception in various format and to enable realtime interaction and viewing of multimedia applications.
近年来,信息和通信技术的快速发展刺激了对无限高速和无处不在的宽带无线接入(BWA)的需求呈指数级增长,导致无线电频率(RF)频谱的严重拥堵和无线业务瓶颈。可见光通信(VLC)有望成为解决现有“最后一英里”问题的有前途的BWA候选者。在本文中,我们提出并初步实现了一种低成本的便携式VLC收发器,可用于室内无线通信和多媒体广播,从而为各种多媒体应用提供了一种经济且无电缆的解决方案。所提出的光收发器设计基于收发硬件和交互软件模块的集成,并依赖于构成系统集线器的微控制器来管理不同模块组件之间的数据和进程流。交互软件模块由图形用户界面(GUI)和数据处理算法组成,以控制各种格式的文件传输和接收,并实现多媒体应用程序的实时交互和查看。
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引用次数: 6
Energy consumption optimization with Ichi Taguchi method for Wireless Sensor Networks 基于Ichi Taguchi方法的无线传感器网络能耗优化
Pub Date : 2014-08-01 DOI: 10.1109/ICED.2014.7015857
M. Elshaikh, Mohd Nazri Bin Mohd Warip, Ong Bi Lynn, R. B. Ahmad, P. Ehkan, F. F. Zakaria, F. A. Fuad
Wireless Sensor Networks (WSN) consists of sensor nodes for monitoring and reporting sensible changes on a field to a specific server. One of the applications of WSN is large area monitoring, where sensor nodes are placed in far fields with limited power sources. Due to the adhered reason, the energy consumption of sensor nodes is considered as one of the major challenge in WSN. Many factor in WSN contributes to energy consumption such as Medium Access Control protocol (MAC), the network topology, and routing protocol. With the variety of factors that affects the energy consumption in WSN; the challenge of optimizing WSN networks toward a low energy consumption is becoming a hard problem. In the literature many efforts are paid for designing, implementing, and improving protocols in terms of power consumption. However, few efforts are paid for optimizing the existing protocols and other network parameters toward a green technology. This paper focuses in WSN infrastructure and protocols optimization by introducing the Ichi Taguchi (Taguchi) optimization method. Taguchi method is used to predict the best design parameters to achieve optimal performance parameters. Moreover, Taguchi method is used to optimize the energy consumed by sensor nodes against network protocols and network topology design parameters. A simulation experiments are curried out on the discrete event simulator OMNET++ for the purposes of this research paper. The obtained results show the impact of the network protocols toward the energy consumption. Furthermore, a proposed network topology and protocols set is introduced, and compared against the existing once.
无线传感器网络(WSN)由传感器节点组成,用于监测并向特定服务器报告现场的敏感变化。无线传感器网络的应用之一是大面积监测,其中传感器节点被放置在远场和有限的电源。由于这些原因,传感器节点的能量消耗被认为是WSN的主要挑战之一。在无线传感器网络中,介质访问控制协议(MAC)、网络拓扑结构和路由协议等因素对能耗有很大影响。随着影响无线传感器网络能耗的各种因素的增多;如何优化WSN网络,使其朝着低能耗的方向发展已成为一个难题。在文献中,在功耗方面为设计、实现和改进协议付出了许多努力。然而,很少有人为优化现有协议和其他网络参数以实现绿色技术而付出努力。本文介绍了一田口优化方法,重点研究了无线传感器网络的基础结构和协议优化。采用田口法预测最佳设计参数,以获得最优性能参数。此外,根据网络协议和网络拓扑设计参数,采用田口法对传感器节点的能量消耗进行优化。本文在离散事件模拟器omnet++上进行了仿真实验。所得结果显示了网络协议对能耗的影响。在此基础上,提出了一种新的网络拓扑结构和协议集,并与现有协议集进行了比较。
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引用次数: 13
One-bit non-volatile memory cell using memristor and transmission gates 使用忆阻器和传输门的位非易失性存储器单元
Pub Date : 2014-08-01 DOI: 10.1109/ICED.2014.7015807
Patrick W. C. Ho, H. Almurib, T. N. Kumar
In recent researches, much emphasis has been placed in developing non-volatile memories as candidates for replacement of volatile memories. Apart from non-volatility, memristive devices also have high switching speed, low energy consumption, and small device size. In this article, a novel one-bit memory cell using two transmission gates and one memristor (2TG1M) is proposed. SPICE simulations were performed to compare energy requirements per one-bit memory cell between the proposed memory cell and the conventional volatile one-bit SRAM cell. Simulations show that the SRAM memory cell requires between 73.034 pJ and 12.433 nJ to retain logic information for 10 years, while the proposed memory cell requires less than 1 pJ to hold logic information for up to 10 years. The proposed memory cell is also simulated against the popular one transistor one memristor (1T1M) non-volatile memory cell to show faster switching speed by 1.5 times. This work concludes the advantages of the proposed 2TG1M nonvolatile memory cell against volatile memory in terms of energy requirements, and against non-volatile memory in terms of switching speed.
近年来,非易失性记忆作为易失性记忆的替代物得到了广泛的关注。除了无易失性外,忆阻器件还具有开关速度快、能耗低、器件尺寸小等优点。本文提出了一种由两个传输门和一个忆阻器(2TG1M)组成的新型1位存储单元。SPICE模拟比较了所提出的存储单元和传统的易失性1位SRAM单元的每位存储单元的能量需求。仿真结果表明,SRAM存储单元需要73.034 ~ 12.433 nJ才能保留10年的逻辑信息,而所提出的存储单元需要不到1 pJ才能保留10年的逻辑信息。所提出的存储单元还与流行的一晶体管一忆阻器(1T1M)非易失性存储单元进行了仿真,显示开关速度提高了1.5倍。这项工作总结了所提出的2TG1M非易失性存储单元在能量需求方面相对于易失性存储器的优势,以及在开关速度方面相对于非易失性存储器的优势。
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引用次数: 10
Aroma and optical absorption spectroscopy for quality assessment of vegetable cooking oils 用于植物油质量评价的香气和光学吸收光谱法
Pub Date : 2014-08-01 DOI: 10.1109/ICED.2014.7015826
F. A. Rashid, H. Maamor, N. Yusuf, N. Z. I. Zakaria, S. Ismail, K. Adnan, A. Zakaria, L. Kamarudin, A. Shakaff
Vegetable oils from different type of sources may have a distinctive aroma and flavour. This work explored the ability of combining PEN3 and UV-Vis Spectrophotometer for aroma and volatiles analysis. Nine types of vegetable oils were characterized and classified into three categories based on aroma and volatiles absorption characteristics which are fresh, heated and used cooking oil. The results of PCA analysis showed a good separation among three groups of vegetable cooking oil. Data set from both PEN3 (e-nose) and UV-Vis Spectroscopy was subjected to Linear Discriminant Analysis. Our results propose that discriminant analysis provides a rapid, efficient and accurate study for multi-class classification difficulties. LDA is capable to provide 100.0% correct classification of original grouped cases. However, only 85.4% of un-known grouped cases are correctly classified.
不同来源的植物油可能有不同的香气和风味。本工作探讨了PEN3与紫外可见分光光度计相结合用于香气和挥发物分析的能力。对9种植物油的香气和挥发物吸收特性进行了表征,并将其分为鲜油、加热油和废油3类。主成分分析结果表明,三组植物油具有较好的分离性。PEN3(电子鼻)和UV-Vis光谱数据集进行线性判别分析。我们的研究结果表明,判别分析为多类分类难题提供了快速、高效和准确的研究。LDA能够对原始分组病例提供100.0%的正确分类。然而,只有85.4%的未知分组病例被正确分类。
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引用次数: 3
Evaluation of broadband PLC technology over Malaysia's indoor power line network 宽带PLC技术在马来西亚室内电力网中的应用评估
Pub Date : 2014-08-01 DOI: 10.1109/ICED.2014.7015813
Wan Rozaini Sheik Osman, K. Nisar, A. Altrad
Power Line Communication (PLC) is a potential infrastructure for Information and communication Technology (ICT) services provision. PLC is a technology that utilizes electrical power lines for high speed transmission of data, video, voice, et cetera. In an indoor environment, PLC can provide solutions for small offices and homes that have poor wireless coverage and provide high throughput and an inexpensive and easy-to-install Ethernet connection over powerlines. In this paper, we construct a real experiment to examine the performance of power line network adapters produced by the HomePlug AV standard using the Iperf tool. In addition, we explore commercially available equipment in an actual working environment. The impact of possible noise sources accrued from electrical appliances (chargers, AC Adapters, Fridge) and plug in conditions that the producer has not recommended have been examined simultaneously with data throughput analysis.
电力线通信(PLC)是信息和通信技术(ICT)服务提供的潜在基础设施。PLC是一种利用电力线进行数据、视频、语音等高速传输的技术。在室内环境中,PLC可以为无线覆盖较差的小型办公室和家庭提供解决方案,并通过电力线提供高吞吐量和廉价且易于安装的以太网连接。在本文中,我们构建了一个真实的实验,使用Iperf工具来检验HomePlug AV标准生产的电源线网络适配器的性能。此外,我们在实际工作环境中探索商业上可用的设备。电器(充电器、交流电转接器、电冰箱)和生产商未建议的插头条件可能产生的噪声源的影响已与数据吞吐量分析同时进行审查。
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引用次数: 15
Beamforming algorithms for adaptive array antenna 自适应阵列天线的波束形成算法
Pub Date : 2014-08-01 DOI: 10.1109/ICED.2014.7015761
N. H. Noordin, Z. Khalidin
The radiation pattern of an adaptive array antenna can be optimised by manipulating the amplitude and phase excitation of the array elements. In this paper, different adaptive beamforming algorithms including minimum Mean-Square Error (MSE), power minimisation and maximum Signal to Interference-plus-Noise Ratio (SINR), are compared and discussed. The algorithms are applied to a 3-faceted adaptive array antenna. Simulation results show that the resulting radiation pattern with minimum MSE has higher directivity and lower sidelobe level compared to the other optimisation criteria, which allows the array to avoid more interference signals in a wireless communication system.
自适应阵列天线的辐射方向图可以通过控制阵列单元的振幅和相位激励来优化。本文对不同的自适应波束形成算法,包括最小均方误差(MSE)、最小功率和最大信噪比(SINR)进行了比较和讨论。将该算法应用于三维面自适应阵列天线。仿真结果表明,与其他优化准则相比,最小MSE下的辐射方向图具有更高的指向性和更低的旁瓣电平,从而使阵列能够在无线通信系统中避免更多的干扰信号。
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引用次数: 6
Design of a capacitive sensor for oil palm fresh fruit bunch maturity grading 油棕鲜果串成熟度评定电容式传感器的设计
Pub Date : 2014-08-01 DOI: 10.1109/ICED.2014.7015846
A. H. Abdul Aziz, A. H. Ismail, R. B. Ahmad, C. M. C. Isa, R. Farook, Z. Husin, A. Ezanuddin, A. Shakaff
Automatic grading of oil palm fresh fruit bunch is desired. In this study, a capacitive sensing system was designed and developed for the purpose of grading oil palm fresh fruit bunch. In this method, oil palm fresh fruit bunch placed between capacitive plates as a dielectric material and then measure the resulting capacitance voltage. Experiments were carried out using oil palm bunches of Tenera variety. Ripe and unripe mature bunches tested with 100 kHz sinusoidal frequencies. Correlation of capacitive response observed to be linear to bunch weight and negative linear to bunch ripeness. This result suggest that this method be explored for automatic grading of oil palm fresh fruit bunch.
油棕鲜果串自动分级。本研究设计并开发了一种用于油棕鲜果串分级的电容式传感系统。在该方法中,将油棕鲜果束置于电容板之间作为介电材料,然后测量所得电容电压。实验以Tenera品种油棕为原料。成熟和未成熟的成熟束测试100 kHz正弦频率。电容性响应与束重呈线性关系,与束成熟度呈负线性关系。结果表明,该方法可用于油棕鲜果串的自动分级。
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引用次数: 3
期刊
2014 2nd International Conference on Electronic Design (ICED)
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