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TENCON 2018 - 2018 IEEE Region 10 Conference最新文献

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Constant Current Frequency Tracking in LCC Converters LCC变换器的恒流频率跟踪
Pub Date : 2018-10-01 DOI: 10.1109/TENCON.2018.8650535
Arvin Escultero, C. Odulio
An LCC resonant converter when operating at a certain frequency performs as a current source that is independent of the load resistance. This frequency is dependent only on the values of the capacitors and inductor of the tank. Unfortunately, the values for these components are usually specified within a certain precision by manufacturers. Furthermore, factors such as temperature affects these values. This paper proposes a control scheme for setting the frequency of an LCC resonant converter at the unloaded natural resonant frequency. This allows the system to lock on to the load independent frequency despite the issue of component value precision. Analysis of the system, which aims to be used as an LED driver in smart farm applications, is discussed. A 64w LCC converter is designed and simulated to test the control scheme.
当LCC谐振变换器工作在一定频率时,它是一个与负载电阻无关的电流源。这个频率只取决于水箱的电容和电感的值。不幸的是,这些组件的值通常由制造商在一定的精度范围内指定。此外,温度等因素也会影响这些值。本文提出了一种将LCC谐振变换器的频率设定在无载自然谐振频率上的控制方案。这允许系统锁定到负载独立的频率,尽管组件值精度的问题。讨论了该系统的分析,该系统旨在作为智能农场应用中的LED驱动器。设计并仿真了一个64w LCC变换器,对控制方案进行了验证。
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引用次数: 0
Feasibility of Cross-Time-Frequency Spectrum Based Leakage Location in Gas Pipeline Using Fiber Taper Sensor 光纤锥度传感器跨时频频谱天然气管道泄漏定位的可行性
Pub Date : 2018-10-01 DOI: 10.1109/TENCON.2018.8650360
Lee Sze Foo, H. Lin, Wen Hao Png, C. Pua, F. Rahman
In this paper, the feasibility of cross-time-frequency spectrum based leak location of gas pipeline using fiber taper sensor is tested. The cross-Wigner distribution of the two signals collected on either side of the leakage point is used to extract the time difference of arrival between the two signals and the corresponding frequency. This information is then used to estimate the leak location. The distance between the leak and Sensor 1 tested was 0.79 m. The percentage error obtained from the estimation was as low as 5.29 percent.
本文对光纤锥度传感器进行跨时频频谱天然气管道泄漏定位的可行性进行了验证。利用在泄漏点两侧采集的两个信号的交叉维格纳分布,提取两个信号到达的时间差和相应的频率。然后使用该信息来估计泄漏位置。泄漏点与被测传感器1之间的距离为0.79 m。从估计得到的百分比误差低至5.29%。
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引用次数: 1
Design of a Long-Short Range Soil Monitoring Wireless Sensor Network for Medium-Scale Deployment 一种中尺度部署的长短距离土壤监测无线传感器网络设计
Pub Date : 2018-10-01 DOI: 10.1109/TENCON.2018.8650541
J. Co, F. Tiausas, Prince Aldrin Domer, M. L. Guico, J. C. Monje, C. Oppus
This paper presents the design and development of the hardware and software components of a soil monitoring Wireless Sensor Network (WSN) for medium-scale deployments. It is composed of multiple remote sensing and transmitting devices for autonomous monitoring of soil and several surrounding environmental conditions. Using commercially-available sensor probes, it can gather soil parameters such as air and soil temperature, sunlight, moisture, humidity, and soil pH. The proposed system, subdivided into three node classes, namely sensor, relay, and aggregator nodes, has wireless communication capabilities enabled by short-range packet radio, and long-range/low-power radio (LoRa) modules which can attend to telemetry-related challenges imposed by large area coverage, vegetation density, and location remoteness.
本文介绍了用于中型部署的土壤监测无线传感器网络(WSN)的硬件和软件组件的设计和开发。它由多个遥感和传输设备组成,用于土壤和周围几种环境条件的自主监测。使用商用传感器探头,它可以收集土壤参数,如空气和土壤温度、阳光、湿度、湿度和土壤ph。该系统分为传感器、中继和聚合器节点三种节点类型,具有通过短距离分组无线电和远程/低功率无线电(LoRa)模块实现的无线通信能力,可以应对大范围覆盖、植被密度和位置偏远带来的遥测相关挑战。
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引用次数: 1
Emotion Recognition via Facial Expression: Utilization of Numerous Feature Descriptors in Different Machine Learning Algorithms 基于面部表情的情感识别:不同机器学习算法中大量特征描述符的使用
Pub Date : 2018-10-01 DOI: 10.1109/TENCON.2018.8650192
John Chris T. Kwong, Felan Carlo C. Garcia, P. Abu, R. Reyes
Emotion Recognition has been a prominent study even before computers had the same computing power as of today. Human’s emotions can be recognized through their body language, behavior and, most evidently, from the facial expression of the person. In facial image classification, each facial image can be represented through feature descriptors. Feature descriptors are simplified representations of the facial image that incorporates the essential key facial features. This study determines which feature descriptor will best fit a respective machine learning algorithm to classify facial expressions. Twelve possible combinations of Key Facial Detection, Saliency Mapping, Local Binary Pattern, and Histogram of Oriented Gradient are investigated together with six machine learning classification algorithms thus generating a total of seventy-two models. These will classify the following emotions: anger, disgust, fear, joy, neutral, sadness and surprise. A stratified ten-fold cross-validation is performed for verification on both the CK+ dataset and the locally gathered dataset for "in the wild" image testing. This study has determined that among the seventy-two models, the RBF SVM HOG+LBP model attained the highest average accuracy of 0.94 across the seven emotions with an F1 score of 0.93.
甚至在计算机拥有与今天相同的计算能力之前,情感识别就已经是一项重要的研究。人类的情绪可以通过他们的肢体语言、行为,最明显的是,从一个人的面部表情来识别。在人脸图像分类中,每个人脸图像都可以通过特征描述符来表示。特征描述符是包含关键面部特征的面部图像的简化表示。本研究确定了哪个特征描述符最适合各自的机器学习算法来分类面部表情。研究了关键人脸检测、显著性映射、局部二值模式和定向梯度直方图的12种可能组合以及6种机器学习分类算法,从而产生了总共72种模型。这将对以下情绪进行分类:愤怒、厌恶、恐惧、喜悦、中性、悲伤和惊讶。对CK+数据集和本地收集的数据集进行分层的十倍交叉验证,以进行“野外”图像测试。本研究确定,在72个模型中,RBF SVM HOG+LBP模型在7种情绪上的平均准确率最高,为0.94,F1得分为0.93。
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引用次数: 10
Spectral Analysis of Dynamic Wind Loads on Trees 树木动风荷载谱分析
Pub Date : 2018-10-01 DOI: 10.1109/TENCON.2018.8650213
P. Silapachote, A. Srisuphab, Variya Sirilertworakul, Pakawat Anekwiroj
The issue of tree instability and failure, particularly during windstorms or wind gusts, is of great concern. Its extensive impact on public safety is becoming more widely acknowledged. When blowing at critically high speed, the kinetic energy carried by winds, loading onto trees, may forcefully exceed tree strength. This may cause the stem to break, the trunk to split, or the entire tree to be uprooted. Even if surviving bursts of strong wind, the structural elements of trees may have undergone irreversible plastic deformation. Permanently damaged trees have a greater risk of failure and they need to be properly trimmed, pruned, or removed. Realizing these dangerous wind effects, it follows that the assessment of dynamic wind loading on tree stress and stains is a key to preventing tree hazards. We have developed a small-scale inertial measurement sensor unit on a single-board microcontroller. Attached to a tree branch, it constantly measures a time series of oscillatory motion of the branch in response to natural wind forces. Decomposing this signal into its constituent spectral components, the tuned mass damping effects of tree sways can effectively be estimated. Our experiments verified and validated that the wind directions can be determined, relative dynamic wind loads can be approximated, types of trees can be categorized, and the signal energy of tree swaying accelerations can be analyzed. Affordability and ease of use of our device make it highly practical to monitor not only multiple trees at once but also many branches of a single tree. Resulting analysis benefits tree management teams and landscape architects, assisting them in assessing which trees to prune and when.
树木不稳定和破坏的问题,特别是在暴风雨或阵风期间,是一个非常值得关注的问题。它对公共安全的广泛影响正得到越来越广泛的承认。当以极高的速度吹动时,风所携带的动能,装载到树木上,可能会大大超过树木的强度。这可能会导致茎断,树干裂开,或者整棵树被连根拔起。即使在强风中幸存下来,树木的结构元素也可能经历了不可逆转的塑性变形。永久受损的树木有更大的失败风险,它们需要适当修剪,修剪或移除。认识到这些危险的风效应,因此,评估动态风荷载对树木应力和斑纹的影响是预防树木灾害的关键。我们开发了一种基于单板微控制器的小型惯性测量传感器单元。它安装在树枝上,不断测量树枝在自然风力作用下的振荡运动的时间序列。将该信号分解为其组成的频谱分量,可以有效地估计树摇的调谐质量阻尼效应。实验验证了该方法可以确定风向、近似相对动风荷载、分类树木类型和分析树木摇摆加速度的信号能量。我们的设备价格合理且易于使用,不仅可以同时监测多棵树,还可以同时监测一棵树上的许多树枝。结果分析有利于树木管理团队和景观设计师,帮助他们评估何时修剪哪些树木。
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引用次数: 1
Deep Trajectory Based Gait Recognition for Human Re-identification 基于深度轨迹的步态识别用于人体再识别
Pub Date : 2018-10-01 DOI: 10.1109/TENCON.2018.8650523
Thunwa Sattrupai, Worapan Kusakunniran
The popular techniques of gait recognition rely on the appearance information, such as Gait Energy Image (GEI). However, they need the pre-processing stage of silhouette segmentation in a walking video. This may not be efficient when the complete silhouette could not be obtained under the cluttered walking environment. It is also sensitive to the changes of walking conditions. Thus, this paper comes up with a new solution using the dense trajectory. This technique is commonly used in the action recognition domain. In this paper, it is used to extract the gait information. The key points and their corresponding trajectories are detected. Then, HOG, HOF, MBHx, MBHy and dense trajectory are extracted from each key point as the point descriptor. In the training phase, the bag of word (BoW) are trained using the extracted point descriptors from the training gait videos. Finally, in the testing phase, the BoW is extracted for each gait video, as the gait feature. The experimental result based on the well-known CASIA gait database B shows the promising performance of the proposed method, under various views.
常用的步态识别技术依赖于外观信息,如步态能量图像(GEI)。然而,它们需要在行走视频中进行轮廓分割的预处理阶段。当在杂乱的行走环境下无法获得完整的轮廓时,这可能不是有效的。它对行走条件的变化也很敏感。因此,本文提出了一种利用密集轨迹的新解。该技术在动作识别领域中得到了广泛的应用。在本文中,它被用于提取步态信息。检测关键点及其相应的轨迹。然后,从每个关键点提取HOG、HOF、MBHx、MBHy和密集轨迹作为点描述符。在训练阶段,使用从训练步态视频中提取的点描述符来训练词袋(BoW)。最后,在测试阶段,提取每个步态视频的BoW,作为步态特征。基于著名的CASIA步态数据库B的实验结果表明,在各种观点下,该方法具有良好的性能。
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引用次数: 10
Fault-Tolerant Network-on-Chip Design for Mesh-of-Tree Topology Using Particle Swarm Optimization 基于粒子群优化的树网状拓扑容错片上网络设计
Pub Date : 2018-10-01 DOI: 10.1109/TENCON.2018.8650346
P. V. Bhanu, P. Kulkarni, Sarthak Jain, J. Soumya, Linga Reddy Cenkeramaddi, Henning Idsøe
As the size of the chip is scaling down the density of Intellectual Property (IP) cores integrated on a chip has been increased rapidly. The communication between these IP cores on a chip is highly challenging. To overcome this issue, Network-on-Chip (NoC) has been proposed to provide an efficient and a scalable communication architecture. In the deep sub-micron level NoCs are prone to faults which can occur in any component of NoC. To build a reliable and robust systems, it is necessary to apply efficient fault-tolerant techniques. In this paper, we present a flexible spare core placement in Mesh-of-Tree (MoT) topology using Particle Swarm Optimization (PSO) by considering IP core failures in NoC. We have experimented by considering several application benchmarks reported in the literature. Comparisons have been carried out, (i) by varying the percentage of faults in the MoT network with fixed network size and (ii) by considering the each core has been failed in the given application benchmark. The results show limited overhead in communication cost while providing fault-tolerance.
随着芯片尺寸的缩小,集成在芯片上的知识产权(IP)内核的密度迅速增加。芯片上这些IP核之间的通信是极具挑战性的。为了克服这个问题,片上网络(NoC)被提出来提供一个高效和可扩展的通信架构。在深层亚微米层,NoC的任何组分都容易发生断层。为了构建一个可靠、健壮的系统,必须采用有效的容错技术。在本文中,我们提出了一个灵活的备用核放置在网格树(MoT)拓扑结构中,粒子群优化(PSO)考虑到IP核故障的NoC。我们通过考虑文献中报告的几个应用程序基准测试进行了实验。已经进行了比较,(i)通过改变固定网络规模的MoT网络中的故障百分比,(ii)考虑在给定的应用基准中每个核心都失败了。结果表明,在提供容错性的同时,通信开销有限。
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引用次数: 1
Marker-less Stereo-Vision Human Motion Tracking Using Hybrid Filter in Unconstrained Environment 无约束环境下基于混合滤波的无标记立体视觉人体运动跟踪
Pub Date : 2018-10-01 DOI: 10.1109/TENCON.2018.8650462
B. Chan, K. Lim, Lenin Gopal, A. Gopalai, W.C. Chia, W. J. Chew
Stereo-vision technology has shown its advantages to overcome the occlusion and realistic information. However, marker-less human motion detection and tracking in the unconstrained environment were led to the difficulty of features extraction. In this paper, we proposed a hybrid technique of Gaussian and median filter to improve the shadow and sudden change of the illumination problems. The skeleton model of the detected human was constructed using the sequential mathematical morphology. Based on the results, the skeleton model produced was not affected by the shadow and the illumination issue. Proposed approach and the normalized filter approach produces up to 86% and 71% of the average accuracy tracking respectively in the real-time tracking. Hence, the proposed approach could improve the performance of the human detection in the unconstrained environment.
立体视觉技术在克服遮挡和真实信息方面的优势已经显现出来。然而,在无约束环境下,无标记的人体运动检测和跟踪导致特征提取困难。本文提出了一种高斯滤波和中值滤波的混合技术,以改善阴影和光照突变的问题。利用序列数学形态学建立被检测人的骨骼模型。根据结果,生成的骨架模型不受阴影和光照问题的影响。在实时跟踪中,该方法和归一化滤波方法的跟踪精度分别达到平均跟踪精度的86%和71%。因此,该方法可以提高人类在无约束环境下的检测性能。
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引用次数: 3
Comparative Analysis of FDTD Intensity Profile of 2D and Noble Materials for TERS Application 二维材料与贵金属材料在TERS应用中的FDTD强度分布对比分析
Pub Date : 2018-10-01 DOI: 10.1109/TENCON.2018.8650266
M. N. Mishuk, Saifur Rahman, Md. Anamul Hoque
Imaging technique with high-sensitivity and high-spatial-resolution at single molecular level is always a desired aspect to the researchers. In association with scanning probe microscopy and Surface-Enhanced Raman Spectroscopy (SERS), a new technology has shown the light of hope to achieve what was thought as unachievable earlier, named Tip-Enhanced Raman Spectroscopy (TERS). An essential tip is used in TERS to disseminate the information of the morphology of the target molecule by scanning probe technique and concurrently can magnify the Raman signal largely without any special sample preparation. Between this metal tip and surface, a ‘hot-spot’ is formed when the laser beam is applied. TERS has many applications in nanotechnology, biophotonics, and sensing etc. Generally, noble materials are used in the operation of TERS. Recently, 2D materials are showing great potential in parallel with the noble materials in producing sensors, measurement devices, conductive films, printed electronics and many more due to their extraordinary properties like strength, thermal conductivity, high electrical conductivity etc. In this paper, we will compare the enhancement factor of noble and 2D materials at the vicinity of the metallic tip of TERS. Finite-Difference Time-Domain (FDTD) simulation method has been opted to find out the enhancement factor. For this simulation, tip radius was varied from 5 nm to 30 nm with 5 nm interval and distance between tip and substrate was varied from 1 nm to 5 nm with 1 nm interval and incident wavelength was kept constant at visible wavelength (300nm–700nm).
单分子水平的高灵敏度、高空间分辨率成像技术一直是研究人员所追求的方向。与扫描探针显微镜和表面增强拉曼光谱(SERS)相结合,一项名为尖端增强拉曼光谱(TERS)的新技术显示出希望之光,可以实现以前认为无法实现的目标。通过扫描探针技术传播目标分子的形态信息,同时无需特殊的样品制备就可以大幅放大拉曼信号。在这个金属尖端和表面之间,当激光束被施加时,形成一个“热点”。在纳米技术、生物光子学、传感等领域有着广泛的应用。一般来说,惰性材料被用于TERS的操作。最近,二维材料在生产传感器、测量设备、导电薄膜、印刷电子产品等方面显示出与贵金属材料并行的巨大潜力,因为它们具有强度、导热性、高导电性等非凡特性。在本文中,我们将比较贵金属和二维材料在金属尖端附近的增强因子。采用时域有限差分(FDTD)仿真方法求解增强因子。在模拟中,尖端半径为5 ~ 30 nm,间隔为5 nm,尖端与衬底之间的距离为1 ~ 5 nm,间隔为1 nm,入射波长为可见光(300nm ~ 700nm)恒定。
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引用次数: 0
Portable, Low Cost, Closed-Loop Mechanical Ventilation Using Feedback from Optically Isolated Analog Sensors 便携式,低成本,利用光隔离模拟传感器反馈的闭环机械通气
Pub Date : 2018-10-01 DOI: 10.1109/TENCON.2018.8650277
Sara Zulfiqar, Hamza Nadeem, Zamen Tahir, Minnaam Mazhar, K. Hasan
This paper focuses on the development of a precise, user-adjustable breathing cycle for mechanical intervention in patients suffering from respiratory problems. Controlled breaths are provided using a closed loop system with feedback path from two self-calibrated sensors i.e. a pressure sensor and a flowrate sensor. User-input through a Graphical User Interface (GUI), displayed on touch screen module, will act as control signals. It is in response to these signals that the breathing cycle will adjust. Raw data from sensors is optically insulated and converted into variable duty PWM signals for precise, error free readings. The cycle is digitally controlled with a wide range of settings so that it is adjustable from patient to patient. DC piston air pump, with modified buck converter as speed controller, is PID tuned and is replaceable with similar pumps after tuning. Sensors are also replaceable by modeling their behavior to appropriate transfer functions. The result is the design and making of a low-cost, portable prototype that can be used in ambulances, small hospitals and during disaster management to provide volume and pressure-controlled air for mechanical ventilation.
本文着重于开发一种精确的、用户可调节的呼吸周期,用于患有呼吸问题的患者的机械干预。控制呼吸使用闭环系统提供,反馈路径来自两个自校准传感器,即压力传感器和流量传感器。用户通过图形用户界面(GUI)输入,显示在触摸屏模块上,将作为控制信号。正是对这些信号的反应,呼吸周期才会调整。来自传感器的原始数据是光学绝缘的,并转换为可变占空PWM信号,以实现精确,无误差的读数。周期是数字控制与广泛的设置,使其可调从病人到病人。直流柱塞式气泵,采用改进型降压变换器作调速控制器,PID整定,整定后可与同类泵替换。通过将传感器的行为建模为适当的传递函数,传感器也可以被替换。其结果是设计和制造了一种低成本、便携的原型,可用于救护车、小型医院和灾害管理,为机械通风提供容量和压力控制的空气。
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引用次数: 2
期刊
TENCON 2018 - 2018 IEEE Region 10 Conference
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