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2019 IEEE 11th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management ( HNICEM )最新文献

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Implementation of Random Intra Refresh on ISDB-T transmission with IEEE 802.22 Interference IEEE 802.22干扰下ISDB-T传输的随机Intra Refresh实现
Ralph Michael Gabriel D. Alfonso, Gianka M. Bautista, Paula Gonzales, Tim Patrick B. Nieves, Nicole Bianca B. Pol, Kanny Krizzy D. Serrano, Angelo R. dela Cruz
Video compression is essential when conforming to a finite bandwidth and storage space. It performs inter prediction wherein it removes the temporal redundancy between neighboring frames enabling higher compression rates. However, once an error occurred on a reference frame, all the subsequent dependent frames will be in error as well, making compressed videos sensitive to transmission error. In this paper, we propose a method of random intra-refresh rate (RIR) by randomly inserting intra-coded coding tree unit (CTU) to reduce error propagation and improve the robustness to transmission errors without significantly increasing the rate distortion optimization (RDO) cost. Furthermore, this study also made use of channel modeling and simulation using MATLAB and Simulink with the reference software and done by transmitting motion levels and encoding complexity 1080p resolution video over a modelled victim ISDB-T Transmission System with interferer IEEE 802.22 PHY Transmitter sweeping interferer’s power and center frequency. The proposed scheme, implemented using standard H.265 or HEVC encoder, is compared to a pure inter coding simulation with various bitrates, error rates, and refresh rates. Average PSNR improvements of 1.59 dB for 10% RIR, 2.99 dB for 25% RIR, and 4.65 dB for 50% RIR at 33% PER are measured and subjective quality improvements are observed which proves the effectiveness of the proposed scheme.
视频压缩是必要的,当符合有限的带宽和存储空间。它执行内部预测,其中它消除了相邻帧之间的时间冗余,从而实现更高的压缩率。然而,一旦参考帧出现错误,随后的所有依赖帧也会出现错误,使得压缩视频对传输错误很敏感。本文提出了一种随机插入内编码树单元(CTU)的随机内刷新率(RIR)方法,在不显著增加速率失真优化(RDO)成本的前提下,减少错误传播,提高对传输错误的鲁棒性。此外,本研究还利用MATLAB和Simulink结合参考软件对信道进行建模和仿真,并在模拟的受害者ISDB-T传输系统上传输运动电平和编码1080p分辨率的复杂视频,该传输系统具有干扰IEEE 802.22 PHY发射机扫描干扰功率和中心频率。采用标准H.265或HEVC编码器实现的方案与具有不同比特率、错误率和刷新率的纯编码间仿真进行了比较。测试结果表明,在10% RIR条件下,平均PSNR提高1.59 dB, 25% RIR条件下提高2.99 dB, 33% PER条件下,50% RIR条件下平均PSNR提高4.65 dB,主观质量得到改善,证明了该方案的有效性。
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引用次数: 0
Jackfruit Fruit Damage Classification using Convolutional Neural Network 基于卷积神经网络的菠萝蜜果实损伤分类
J. F. V. Oraño, Elmer A. Maravillas, Chris Jordan G. Aliac
Insufficient understanding on the incidence of plant pests and diseases as well as on the appropriate cultural practices against them may worsen the damage and caused a tremendous loss on fruit production. The use of mobile-based solution will significantly contribute on the availability and accessibility of human expert’s knowledge on this domain. In this study, a convolutional neural network was used and deployed on an android-based mobile application to perform detection and diagnosis of jackfruit fruit damages caused by pests (fruit borer and fruit fly) and diseases (rhizopus fruit rot and sclerotium fruit rot). The sequential type model was implemented which is mainly composed of 3 convolutional layers, each activated by a Rectified Linear Unit function and followed by a max pooling layer, and finally 2 dense layers. The model was trained using a total of 2409 images, and when evaluated on a validation dataset with 516 images, a loss rate of 4.58% and an accuracy rate of 97.93% were attained. On the other hand, when it was tested to predict on another set of 516 images, a remarkable success rate of 97.87% was obtained. The result indicates that the application can carry out a reliable and real time assessment on pest infestation and disease infection. Likewise, it provides recommendations on fruit protection measures.
对植物病虫害的发生以及防治病虫害的适当栽培方法了解不足,可能会使损害加重,并对果实生产造成巨大损失。基于移动的解决方案的使用将大大有助于人类专家在这一领域的知识的可用性和可访问性。本研究利用卷积神经网络在基于android的移动应用程序上进行了菠萝蜜果实病虫害(果螟和果蝇)和病害(根霉腐病和菌核腐病)的检测和诊断。实现了顺序型模型,该模型主要由3个卷积层组成,每个卷积层由一个Rectified Linear Unit函数激活,然后是一个max pooling层,最后是2个密集层。该模型共使用2409张图像进行训练,在516张图像的验证数据集上进行评估,失误率为4.58%,准确率为97.93%。另一方面,当对另一组516张图像进行预测测试时,成功率达到了97.87%。结果表明,该应用程序可对病虫害进行实时、可靠的评估。同样,它还就水果保护措施提出了建议。
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引用次数: 8
Utilization of Fuzzy Logic Controller for Pitch Control of a Small Scale Wind Energy Conversion System (WECS) 模糊控制器在小型风能转换系统桨距控制中的应用
J. V. Demata, J. N. M. Dimazana, R. S. Fausto, G. Magwili, E. Chua, M. Pacis
A wind turbine is a device that converts kinetic energy from the wind into electrical energy. The main purpose of this study is to design, construct and test a wind turbine with fuzzy logic controller to manipulate the pitch angle of the blades of the wind turbine. The fuzzy logic controller serves as the main control for the pitch angle control of the wind turbine. It is programmed in such a way that the pitch angle of the blade is dependent to the wind speed and error voltage produced by the wind turbine with respect to the ideal target voltage. The parameters set in the program are based on a desired range of the output voltage of the wind turbine for a battery load and typical wind speed of the chosen location where the prototype will be tested. For the testing of the wind turbine, uncontrolled and controlled environments are considered. The parameters gathered for data are wind speed, voltage, current, computed power and value of the angle of the blades. The best trial with fuzzy logic controller and the best trial without fuzzy logic controller are compared to see the relevance of designing a wind turbine with pitch angle control. Through the outdoor testing with fuzzy logic controller OFF, it was found out that the best case happened when the blades are inclined in 45 degrees because it has the highest average power generated having a value of 86.98 mW compared to the 60, 75 and 90 degrees blade inclination having an average power generated of 78.98 mW, 62.42 mW and 17.88 mW.
风力涡轮机是一种将风能转化为电能的装置。本研究的主要目的是利用模糊控制器来控制风力机叶片的俯仰角,并设计、制造和测试风力机。模糊控制器作为风力机俯仰角控制的主控制器。它以这样一种方式编程,即叶片的俯仰角取决于风力涡轮机相对于理想目标电压产生的风速和误差电压。程序中设置的参数是基于电池负载的风力涡轮机输出电压的期望范围和原型将被测试的选定位置的典型风速。风力发电机组的试验考虑了受控环境和非受控环境。数据采集的参数有风速、电压、电流、计算功率和叶片角度值。比较了带模糊控制器的最佳试验和不带模糊控制器的最佳试验,探讨了带俯仰角控制的风力机设计的相关性。通过模糊控制器OFF的室外测试,发现叶片倾斜45度时的最佳情况,平均发电功率最高,为86.98 mW,而叶片倾斜60度、75度和90度时的平均发电功率分别为78.98 mW、62.42 mW和17.88 mW。
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引用次数: 0
Feasibility of Television White Space Spectrum Technologies for Wide Range Wireless Sensor Network: A survey 广域无线传感器网络电视白空间频谱技术的可行性研究
Jonnel D. Alejandrino, Ronnie S. Concepcion, Sandy C. Laugico, Emmanuel T. Trinidad, E. Dadios
The paper provides a synopsis and analysis of television white space (TVWS), its fundamental aspects, elements, and architectures. This shows disparities between techniques and technologies that may lead to potential gaps for TVWS advanced systems and exploration. TVWS are those unutilized bands that were allocated for television broadcasting. In particular, this can be used for interconnecting wireless users and sensors, especially those in outland areas. This intends to spread the determined system of interrelated devices and networks. The TVWS corresponds to one of the definitive approaches of dynamic spectrum access (DSA), which takes advantage of and adeptly manages the complimentary frequency spectrum for wireless communications. Cognitive radio (CR) in dispersion of DSA’s implementation at the physical, medium access, and control layers offers sophisticated methods for encompassing and interconnecting users or things. Substantially, this work also aims to survey technologies and standards for DSA and collate it with the TVWS approach.
本文对电视白空间(TVWS)的基本方面、构成要素和结构进行了概述和分析。这表明了技术和技术之间的差异,可能导致TVWS先进系统和勘探的潜在差距。TVWS是指分配给电视广播的未使用频段。特别是,这可以用于连接无线用户和传感器,特别是那些在偏远地区。这是为了扩展相互关联的设备和网络的确定系统。TVWS对应于动态频谱接入(DSA)的确定方法之一,它利用并熟练地管理无线通信的免费频谱。认知无线电(CR)在物理层、介质访问层和控制层实现DSA的分散,为包含和连接用户或事物提供了复杂的方法。从本质上讲,这项工作还旨在调查DSA的技术和标准,并将其与TVWS方法进行比较。
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引用次数: 10
Myoelectric Sensor-Based Prosthetic Hand for the Transradial Amputees of Kapampangan Development Foundation, Inc. 基于肌电传感器的经桡骨截肢者假手,卡帕潘甘发展基金会,公司。
Georgette Baustista, Catherine Tamayo, Marjorie Yalung, Kennedy Rodriguez, Rico Jay S. Laxa, Reynaldo De Asis, Jayson Sampang
Human hands are one of the greatest tools used in people’s everyday lives. Its job involves grasping, holding, moving, and manipulating various objects. Thus, losing a hand would greatly reduce one’s ability to work. Kapampangan Development Foundation (KDF) is an organization which provide an assistance to the less fortunate Cabalens of Pampanga; one of these is their prosthesis laboratory. However, KDF can only provide assistance for their lower limb amputees. To solve this problem, a functional prototype prosthetic hand was developed for the transradial amputees. The prosthesis integrated force sensitive resistors, motors, and myoelectric means of control which enable the user in performing activities of daily living (ADL). The accuracy of myo armband in reading myoelectric signals was tested and provided a positive result as the device can properly read myoelectric signals from an amputee. Using a descriptive method, the researchers were able to gather all the needed data in the study. Research instruments such as questionnaires, interviews, and surveys were used in order to gain knowledge regarding the present issues. The overall outcome was a prosthesis that met the initial design requirements and can perform basic hand functionality.
人的手是人们日常生活中最伟大的工具之一。它的工作包括抓住、握住、移动和操纵各种物体。因此,失去一只手会大大降低一个人的工作能力。卡帕潘根发展基金会(KDF)是一个向邦板牙地区不幸的卡巴伦人提供援助的组织;其中一个是他们的假肢实验室。但是,KDF只能为他们的下肢截肢者提供帮助。为了解决这一问题,为桡骨截肢者开发了一个功能原型假肢。该假体集成了力敏电阻、马达和肌电控制装置,使使用者能够进行日常生活活动(ADL)。对肌臂环读取肌电信号的准确性进行了测试,结果表明该装置可以正确读取截肢者的肌电信号。使用描述性方法,研究人员能够收集研究中所需的所有数据。为了获得有关当前问题的知识,使用了问卷调查、访谈和调查等研究工具。总体结果是假体满足了最初的设计要求,并能执行基本的手部功能。
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引用次数: 1
Development of a Fuzzy Logic Controller for a Smart RGB Lighting System 智能RGB照明系统模糊控制器的研制
N. Velasco, J. R. D. del Rosario, A. Bandala
The smart RGB lighting system is a smart lighting system built on a fuzzy logic controller that adjusts the RGB lighting to suit the environment. The concept aims to make lighting systems more efficient in power, and intelligent with the color adjustment from the fuzzy system. This research aims to develop a fuzzy logic controller that aims to control the output RGB light intensity based on the current luminance of the environment and the activity color classification within the room. The membership functions and rules in the system were designed in MATLAB Fuzzy Logic Designer. The system was tested with test inputs into the system.
智能RGB照明系统是一种建立在模糊逻辑控制器上的智能照明系统,它可以调节RGB照明以适应环境。这一概念旨在使照明系统在电力方面更高效,并通过模糊系统的色彩调节实现智能化。本研究旨在开发一种模糊逻辑控制器,该控制器旨在根据当前环境的亮度和房间内的活动颜色分类来控制输出的RGB光强度。在MATLAB模糊逻辑设计器中设计了系统中的隶属函数和规则。用测试输入对系统进行测试。
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引用次数: 1
VITAL APP: Development and User Acceptability of an IoT-Based Patient Monitoring Device for Synchronous Measurements of Vital Signs VITAL APP:基于物联网的患者监测设备的开发和用户可接受性,用于同步测量生命体征
Manuel B. Garcia, Niño U. Pilueta, Moises F. Jardiniano
Vital signs monitoring is a customarily repetitive, tedious part of patient care that nonetheless requires constant measurements and documentations to avert significant adverse consequences. Routinely performed by nurses, measurements of vital signs are recorded at regular intervals for safeguarding patient safety yet some evidence concerning the frequency of noncompliance in vital sign collection as well as the inaccuracy of vital sign measurements is still at large. This paper covered the development of a patient monitoring device using hardware modules such as pulse rate sensor, sphygmomanometer, and body temperature sensor that communicates through wireless technology protocol based on IEEE 802.15.4 standard for synchronous measurements of multiple vital signs such as body temperature, pulse rate, and blood pressure. Physiological data accuracy based from the Modified Early Warning Score was measured by Bland-Altman and Pearson correlation analysis, and user acceptability was inspected using IoT technology trust model with the aid of health professionals and patients from hospitals and diagnostic centers. Vital sign measurements by VITAL APP and health professionals correlated well, and the device was accepted as an important tool in patient monitoring.
生命体征监测通常是病人护理中重复、繁琐的一部分,尽管如此,它仍然需要不断的测量和记录,以避免严重的不良后果。为了保障患者的安全,生命体征的测量通常由护士进行,定期记录,但关于生命体征采集不合规的频率以及生命体征测量不准确的一些证据仍然存在。本文介绍了一种利用脉搏传感器、血压计、体温传感器等硬件模块,通过基于IEEE 802.15.4标准的无线通信协议,同步测量体温、脉搏、血压等多种生命体征的患者监护设备的开发。基于修正预警评分的生理数据准确性采用Bland-Altman和Pearson相关分析进行测量,用户接受度采用物联网技术信任模型,由医院和诊断中心的卫生专业人员和患者进行检验。Vital APP的生命体征测量与卫生专业人员的生命体征测量具有良好的相关性,该设备被接受为患者监护的重要工具。
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引用次数: 6
Sugarcane Fiber Composite Rope Making Machine 甘蔗纤维复合制绳机
G. L. Crisostomo, R. Arellano, J. Cabrera, C. Contreras, Viktor Ferrer, Christian Gaudia, Regelle Tarrosa, Relin Velarde
Wastes in sugar production are recycled into fiber composites as a material in making ropes. A machine is designed, fabricated and tested to produce a sugarcane composite rope. The machine consists of a twisting quarter, matrix storage, stationary and rotational frame. The waste sugarcane fibers are filled into the feeders in the twisting quarter. As the fibers past through the matrix storage from the twisting quarter, it is mixed with wood glue solution as a matrix. Then, the fiber rope is collected to the bobbin. With an electric motor power rating of one-half horsepower, the machine produces a rope of 60 cm in length per minute with a diameter of 18 mm. The specimens used are sugarcane fibers, abaca fibers, and a composition of both fibers with wood glue solution as a matrix. The specimens were prepared by changing volume fraction and were tested for mechanical properties such as tensile and physical properties such as crystallinity. The composite consisting of 100% volume of sugarcane fibers with wood glue solution (2.1kN), and 67% volume of sugarcane fibers and 33% volume of abaca fibers with wood glue solution (2.1kN) as the maximum tensile strength compared to 100% volume of sugarcane fibers without wood glue solution (2.0kN), and 67% volume of sugarcane fibers and 33% volume of abaca fibers without wood glue solution (2.0kN). The present results would help develop natural fibers.
制糖过程中的废料被回收制成纤维复合材料,作为制造绳索的材料。设计、制造和测试了一台机器来生产甘蔗复合绳。该机器由扭转四分之一,矩阵存储,固定和旋转机架组成。将废甘蔗纤维填入捻节的进料器中。当纤维从扭转角穿过基体存储时,它与木胶溶液混合作为基体。然后,将纤维绳收集到筒子上。该机器的电机额定功率为半马力,每分钟可生产长度为60厘米、直径为18毫米的绳子。所使用的样品是甘蔗纤维,abaca纤维,以及以木胶溶液为基体的两种纤维的组合物。通过改变体积分数制备试样,并对试样的力学性能(如拉伸性能)和物理性能(如结晶度)进行测试。与不加木胶溶液(2.0kN)、不加木胶溶液(2.0kN)、不加木胶溶液(2.0kN)、不加木胶溶液(2.0kN)的甘蔗纤维体积为100%、甘蔗纤维体积为67%、abaca纤维体积为33%相比,加木胶溶液(2.1kN)的甘蔗纤维体积为100%、abaca纤维体积为67%、abaca纤维体积为33%的复合材料抗拉强度最大。目前的研究结果将有助于开发天然纤维。
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引用次数: 0
Implementation of Wind Vibration Energy Harvester System for Tarpaulin and Billboard Application 用于篷布和广告牌的风振能量收集系统的实现
K. O. Blasco, G. D. Felicio, M. T. Sanchez, C. E. Solomon, E. Chua, M. Pacis
The focus of this study is to design a vibration energy harvester on a hybrid billboard and poster tarpaulin. Vibration energy is harvested using the vibration produced by the force of the wind on the tarpaulin with the help of piezoelectric generators. Piezoelectric element is mainly composed of crystals, it follows the piezoelectric effect that is when subjected to a mechanical stress or vibration, an electrical potential will be produced from its sides, whereas the potential is proportional to the magnitude of the force, and vice versa, whereas when an electrical potential is applied, it will create a mechanical stress or vibration. A microcontroller using an Arduino with a Do-It-Yourself SD Card Logging Shield will be used as a data logger and as a programmed controller for the hybrid circuit of the billboard. The relationship between the output voltage and the force applied on the billboard will be discussed. This study will contain testing in a controlled and uncontrolled environment to determine the different performance of the prototype and to compare the measured parameters such as voltage, current and energy at different environment.
本研究的重点是在混合广告牌和海报篷布上设计一个振动能量收集器。在压电发电机的帮助下,利用风力对篷布产生的振动来收集振动能量。压电元件主要由晶体组成,它遵循压电效应,即当受到机械应力或振动时,会从其侧面产生电势,而电势与力的大小成正比,反之亦然,而当施加电势时,它会产生机械应力或振动。使用Arduino和自制SD卡记录屏蔽的微控制器将用作数据记录器和广告牌混合电路的编程控制器。输出电压和施加在广告牌上的力之间的关系将被讨论。这项研究将包括在受控和非受控环境下的测试,以确定原型的不同性能,并比较在不同环境下测量的参数,如电压、电流和能量。
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引用次数: 2
Detection and Counting of Red Blood Cells in Human Urine using Canny Edge Detection and Circle Hough Transform Algorithms 基于Canny边缘检测和圆霍夫变换算法的人体尿液中红细胞的检测和计数
M. V. Caya, Dionis A. Padilla, Gilbert P. Ombay, Arnold Janssen G. Hernandez
Integration of image processing in order to detect red blood cells (RBCs) in human urine enables technology to reduce medical technician’s manual counting time and error factor. The general objective of this study was to detect and count the red blood cells in human urine using Canny Edge Detection (CED) and Circle Hough Transform (CHT) algorithms. CED is an edge detection algorithm used in order to identify a great variety of edges in an image. CHT is one of the features of the Hough Transform. Specifically, CHT is used in order to detect circular objects. The basis of the CHT operation will be dependent on the circular edges detected by the CED. In order to identify a specific circle size, the minimum and maximum radius must be set. Particularly, to differentiate the RBCs from other cells such as white blood cells. For this study, the minimum radius was 4 pixels while the maximum was 6. Compared to the manual counting of a medical technician, the automated counting of the device produced a percent error of 9.561% and an average counting time of 0.4561 seconds per sample.
为了检测人体尿液中的红细胞(rbc),集成了图像处理技术,从而减少了医疗技术人员的人工计数时间和误差因素。本研究的总体目标是使用Canny边缘检测(CED)和圆形霍夫变换(CHT)算法检测和计数人类尿液中的红细胞。CED是一种边缘检测算法,用于识别图像中各种各样的边缘。CHT是霍夫变换的特征之一。具体来说,使用CHT是为了检测圆形物体。CHT操作的基础将取决于土木工程署检测到的圆形边缘。为了确定特定的圆尺寸,必须设置最小和最大半径。特别是将红细胞与其他细胞(如白细胞)区分开来。在本研究中,最小半径为4像素,最大半径为6像素。与医疗技术人员的人工计数相比,该设备的自动计数产生的百分比误差为9.561%,每个样本的平均计数时间为0.4561秒。
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引用次数: 9
期刊
2019 IEEE 11th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management ( HNICEM )
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