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2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)最新文献

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Development of image reconstruction using FPGA 用FPGA实现图像重建
S. Muji, R. Amirulah, R. Ambar, R. A. Rahim, M. Rahiman
This paper presents the development of image reconstruction for optical tomography using Field Programmable Gate Array (FPGA) board, DE0 Nano. This design eliminated the need of computer in image reconstruction stage. Therefore, this will simplify the overall design, where the image will be displayed on an Liquid Crystal Display (LCD) only and this could make the system more portable compare to the existing design of an optical tomography system. Experimental result shows that the developed system can process image in real time as the FPGA is a type of parallel computation controller.
本文介绍了利用现场可编程门阵列(FPGA)板,DE0 Nano进行光学层析成像重建的研究进展。该设计消除了图像重建阶段对计算机的需要。因此,这将简化整体设计,其中图像将仅显示在液晶显示器(LCD)上,与现有的光学层析成像系统设计相比,这可以使系统更加便携。实验结果表明,由于FPGA是一种并行计算控制器,所开发的系统可以实时处理图像。
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引用次数: 1
Automated human age estimation at death via bone microstructures 通过骨骼微结构自动估计人类死亡年龄
Ijaz Khan, M. Jamil, T. Ibrahim, F. Nor
This paper present a proposed method for automatic human age at death estimation using image processing and pattern recognition techniques. The bone samples are taken from ulna, radius, humerus, femur, tibia and fibula of Malaysian population. Ten different bone microstructures are selected for analysis in order to create regression equation for age estimation. Selected microstructure can be extracted using image preprocessing and texture extraction algorithms. Different classification methods are proposed for automatic human age estimation in Malaysian population. This paper provide significant implications in the computation of fragmentary skeletal remains and forensic population samples for age estimation purpose.
本文提出了一种基于图像处理和模式识别技术的人类死亡年龄自动估计方法。骨样本取自马来西亚人的尺骨、桡骨、肱骨、股骨、胫骨和腓骨。选取10种不同的骨微结构进行分析,建立年龄估计的回归方程。采用图像预处理和纹理提取算法提取所选微结构。针对马来西亚人口年龄的自动估计,提出了不同的分类方法。本文对骨骸碎片的计算和法医种群样本的年龄估计具有重要意义。
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引用次数: 5
Development of a GPS-based highway toll collection system 基于gps的高速公路收费系统的开发
Jin Yeong Tan, P. Ker, D. Mani, P. Arumugam
The necessity for vehicles to stop or slow down for toll fee payment results in traffic congestion and reduces fuel efficiency. Hence, a system that enables road users to pay the toll fees without stopping or slowing down was proposed and developed. Hardware and software designs were carried out to develop a Global Positioning System (GPS)-based highway toll collection system. This system was developed using a Raspberry Pi 2 microcontroller. Different modules such as GPS module, Liquid Crystal Display (LCD) module, speaker, wireless Wi-Fi router modem and wireless Wi-Fi adapter were incorporated and integrated with the microcontroller to perform a few specific functions. In general, the system utilized GPS coordinates to detect whether a vehicle passed through predefined locations in the database and the travel details were recorded. The Raspberry Pi 2 microcontroller was configured as a personal cloud server to allow online access of travel logs. This developed system presents a different approach for highway toll collection which eliminates travel delays and construction of expensive gantries or toll booths.
车辆必须停车或减速以支付过路费,这导致交通拥堵,并降低了燃油效率。因此,提出并开发了一种系统,使道路使用者无需停车或减速即可支付过路费。对基于全球定位系统(GPS)的高速公路收费系统进行了硬件和软件设计。本系统采用树莓派2单片机开发。GPS模块、液晶显示模块、扬声器、无线Wi-Fi路由器调制解调器和无线Wi-Fi适配器等不同的模块被集成到单片机中,以完成一些特定的功能。一般来说,该系统利用GPS坐标来检测车辆是否经过数据库中的预定位置,并记录行驶细节。树莓派2微控制器被配置为个人云服务器,允许在线访问旅行日志。这种开发的系统为高速公路收费提供了一种不同的方法,它消除了旅行延误和昂贵的门架或收费站的建设。
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引用次数: 3
EEG and emotions: α-peak frequency as a quantifier for happiness 脑电图和情绪:α-峰值频率作为幸福的量词
Syed Syahril, K. S. Subari, N. N. Ahmad
This research investigates the relationship between the electroencephalography (EEG) signal and basic human emotions. In the first experiment, EEG signals were collected from electrodes at locations Fp1, Fp2, F3 and F4 from 4 male and 4 female test subjects while exposed to audio-visual stimuli. The stimuli were selected to evoke 4 groups of emotions i.e., sad, fear, happiness and disgust. The signals were then processed to remove artifacts using a novel modified empirical mode decomposition (EMD) technique. Subsequently, spectral features derived from the α- and β-bands were derived from the artifact-free EEG using a modified Welch periodogram technique with emphasis on finding the optimum number of Welch segments and epoch length. The hypothesis derived from the first experiment was subsequently tested on an additional 7 male subjects. It was observed that the α-peak frequency consistently had the highest magnitudes for happiness-evoked emotion for male subjects. Based on this observation, we speculate that the α-peak frequency can be used to quantify the level of happiness experienced by an individual.
本研究探讨脑电图(EEG)信号与人类基本情绪之间的关系。在第一个实验中,采集4名男性和4名女性受试者在视听刺激下Fp1、Fp2、F3和F4位置的脑电信号。这些刺激物被选择用来唤起4组情绪,即悲伤、恐惧、快乐和厌恶。然后使用一种新的改进经验模态分解(EMD)技术对信号进行处理以去除伪影。随后,利用改进的Welch周期图技术从无伪影的脑电图中获得α和β波段的频谱特征,重点是寻找最佳Welch段数和历元长度。从第一个实验中得出的假设随后在另外7名男性受试者身上进行了测试。研究发现,男性受试者的α-峰频率始终是幸福诱发情绪的最高频率。基于这一观察,我们推测α-峰值频率可以用来量化一个人所经历的幸福水平。
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引用次数: 1
Indoor mobile robot localization using KNN 基于KNN的室内移动机器人定位
B. Ilias, S. Shukor, A. H. Adom, N. Rahim, Mohd Firdaus Ibrahim, S. Yaacob
This paper describes the usage of sixteen piece 40 kHz ultrasonic sensors, known as Ultrasonic Sensor Bank (USB-16) mounted on a mobile robot platform. The Homogeneous Transformation Matrix (HTM) and trigonometric algorithm is utilized in this research as a wall mapping algorithm. The walls were designed with four types of basic shapes such as rectangle, triangle, curved and square, which are rarely tested by researchers in real time. Mapping and localization within real laboratory environment was also conducted. In this research, the USB-16 sensor bank transmitted ultrasonic signals in frequency waveform to the wall; the reflected signal was then filtered by a Nominal Wall Angle (NWA) algorithm to optimize the accuracy of the measured data. The purpose of this research is to determine the capability of USB-16 in not only providing an accurate map, but also its capability to recognize shapes and localization during mapping based on the size of walls. Next, NWA and KNN algorithm were applied in this experiment to study the accuracy of localization algorithm. This experiment had been carried out with two types of data sets, distance and coordinates. With the combination of these algorithms, the system can improve the accuracy of localization from 80% to 90% for basic wall shape and 78% for real laboratory environment. Basic Stamp, Basic Atom, LabVIEW and MATLAB software were fully utilized in the Self Localization and Mapping problem.
本文介绍了安装在移动机器人平台上的16片40 kHz超声波传感器的使用方法,称为超声波传感器组(USB-16)。本文采用齐次变换矩阵(HTM)和三角算法作为墙体映射算法。墙体设计有矩形、三角形、弧形和方形四种基本形状,研究人员很少对这些基本形状进行实时测试。在真实的实验室环境中进行了绘图和定位。在本研究中,USB-16传感器组将超声信号以频率波形的形式传输到墙体;然后通过标称壁角(NWA)算法对反射信号进行滤波,以优化测量数据的精度。本研究的目的是确定USB-16不仅能够提供准确的地图,而且能够在基于墙壁尺寸的测绘过程中识别形状和定位。接下来,本实验将NWA和KNN算法应用于定位算法的精度研究。这个实验是用两种类型的数据集进行的:距离和坐标。结合这些算法,系统对基本墙体形状的定位精度可提高80% ~ 90%,对真实实验室环境的定位精度可提高78%。在自定位与映射问题中充分利用了Basic Stamp、Basic Atom、LabVIEW和MATLAB软件。
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引用次数: 3
Performance analysis of resource allocation downlink for MIMO-OFDMA system using greedy algorithm 基于贪心算法的MIMO-OFDMA系统下行资源分配性能分析
A. Idris, Azrinawati Samaon, Mohd Syarhan Idris
Finding the optimization of power allocation of subcarrier is always a challenge in MIMO-OFDMA schemes in order to maximize the capacity of the system. Resources allocation is process how set of network is decide in wireless system. This research is to study restriction of proportional rate and total power among user in MIMO-OFDMA scheme and the power allocation and capacity of subcarrier in the scheme. The objectives are to suggest by using Greedy Power Allocation for capacity increment in MIMO-OFDMA system and to evaluate the system by Greedy Subcarrier Allocation. Simulation results show that the proposed algorithm can improve the capacity of the network compared with the waterfilling when using signal-to-noise ratio (SNR) with value 6dB. The proposed algorithm shows comparison between the noise to sub-channel ratio and power allocation in the midst of data sub-channel for 25, 75 and 100 users. It shows that there is no significant difference in power allocation of data subcarriers even if the number of users is increased.
为了使MIMO-OFDMA系统的容量最大化,如何优化子载波的功率分配一直是MIMO-OFDMA系统面临的难题。在无线系统中,资源分配是确定网络集的过程。本文主要研究MIMO-OFDMA方案中用户间比例速率和总功率的限制,以及MIMO-OFDMA方案中子载波的功率分配和容量。本文的研究目标是提出在MIMO-OFDMA系统中采用贪心功率分配来增加容量,并利用贪心子载波分配对系统进行评价。仿真结果表明,当信噪比为6dB时,该算法比充水算法能提高网络容量。给出了25、75和100用户数据子信道中间噪声与子信道比和功率分配的比较。结果表明,即使用户数增加,数据子载波的功率分配也没有显著差异。
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引用次数: 4
Utilizing optimal control and physical measurements when developing operator assist, automatic functions and autonomous machines 在开发操作员辅助、自动功能和自动机器时,利用最佳控制和物理测量
B. Frank
A method using optimal control results as input to operator assist systems, automatic functions and autonomous construction machine control is presented. This method complements the vast research within autonomy to achieve the most fuel efficient solution from results that are already available from concept evaluation and system optimization in early development. The optimal control results are validated and compared to an extensive empirical study to ensure realization in real applications. The optimal control method is based on dynamic programming and finds the global optimum in regards to fuel efficiency [ton/l] at a given productivity [ton/h]. The wheel loader is used as an example due to the complex nature of the system, where the driveline and working hydraulics must work together throughout the work cycle. The main focus in this paper is how to transfer results from the optimal control calculations done offline, with high computational power, to algorithms that can be used online in operator assist systems, automatic functions and autonomous machine control. The primary result is that the method and algorithms presented in this paper works. The secondary results is that the optimal control solution shows around 15% higher fuel efficiency compared to the highest fuel efficiency measured among real operators in the extensive empirical measurement. The operator with the highest measured fuel efficiency has 20–30% higher average fuel efficiency than the fleet implying that the optimal control results, if used in operator assist systems, automatic functions and autonomous machine control, can increase the average fleet fuel efficiency by up to 35–45%, depending on operator and application.
提出了一种将最优控制结果作为操作员辅助系统、自动功能和施工机械自主控制输入的方法。这种方法是对自主领域大量研究的补充,可以从早期开发阶段的概念评估和系统优化中获得最省油的解决方案。为确保在实际应用中实现,对最优控制结果进行了验证和比较。最优控制方法基于动态规划,在给定的生产率[吨/小时]下,以燃油效率[吨/升]为全局最优。由于轮式装载机系统的复杂性,在整个工作周期中,传动系统和工作液压系统必须协同工作,因此以轮式装载机为例。本文的主要重点是如何将具有高计算能力的离线最优控制计算结果转化为可在线用于操作员辅助系统,自动功能和自主机器控制的算法。初步结果表明,本文提出的方法和算法是有效的。第二个结果是,与实际操作人员在广泛的经验测量中测量到的最高燃油效率相比,最优控制方案的燃油效率提高了约15%。燃油效率最高的操作人员的平均燃油效率比车队高20-30%,这意味着,如果将最优控制结果用于操作人员辅助系统、自动功能和自动机器控制,根据操作人员和应用情况,平均燃油效率可提高35-45%。
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引用次数: 3
Particles contaminations detection during plasma etching process by using k-nearest neighbors and Fuzzy k-nearest neighbors 等离子体刻蚀过程中粒子污染的k近邻和模糊k近邻检测
Noratika Mohammad Somari, M. F. Abdullah, M. K. Osman, A. M. Nazelan, K. A. Ahmad, Sooria Pragash Rao S. Appanan, Loh Kwang Hooi
This paper present the particle contamination detection during plasma etching process by using k-nearest neighbor (kNN) and Fuzzy k-nearest neighbor (FkNN). In the process of manufacturing semiconductor devices, detecting particle contamination in process tool is a vital factor for determining for product yield. In situ particle is an accurate and cost effective method of contamination control in a production environment which possible to measure particles under actual conditions in real time. Data were collected from two sources Statistical Process Control (SPC) database and Advance Process Control (APC) database. There are four features which are Standard Deviation of voltage bias, Range between minimum and maximum of voltage bias, average of voltage bias and Radio frequency (RF) per Hour. These data are analyzed to identify important features that able to correlate with the particle contamination count during plasma etching process. In this research there are two part of analysis, individual parameter analysis and combination several parameter analysis by using kNN and FkNN. This analysis, used to classify into two levels of contamination, that are low and high particles contamination. By analysis results, kNN method is highest accuracy 83.33% by using standard deviation of voltage bias and FkNN show highest accuracy on combination parameters analysis 80.56% from combination between RF hour and standard deviation of voltage bias.
本文提出了基于k近邻和模糊k近邻的等离子体刻蚀过程中粒子污染检测方法。在半导体器件的制造过程中,检测加工工具中的颗粒污染是决定产品成品率的重要因素。原位颗粒是一种准确且经济有效的生产环境污染控制方法,可以在实际条件下实时测量颗粒。数据来源于统计过程控制(SPC)数据库和先进过程控制(APC)数据库。电压偏差的标准偏差,电压偏差的最小值和最大值之间的范围,电压偏差的平均值和每小时射频(RF)四个特征。对这些数据进行分析,以确定在等离子体蚀刻过程中能够与颗粒污染计数相关的重要特征。在本研究中,采用kNN和FkNN进行单个参数分析和组合多个参数分析。这一分析,用于将污染分为两个级别,即低颗粒污染和高颗粒污染。分析结果表明,kNN方法对电压偏置标准差的分析精度最高,为83.33%;FkNN方法对射频小时与电压偏置标准差的组合参数分析精度最高,为80.56%。
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引用次数: 6
Car-like robot path tracker with kinematic constraints 具有运动约束的类车机器人路径跟踪器
Nor Badariyah Abdul Latip, R. Omar
Safety is one of the vital features in autonomous car that has to be seriously taken into consideration in developing such a car. One of the safety issues for autonomous car is the car inability to faithfully track a pre-planned path, which might cause the car deviate from its intended course. This could lead the car to crash or involve in accident. To address this issue, this paper proposes a path tracking method based on Proportional and Proportional-Derivative controllers considering the kinematic constraints of the car. The performance of both controllers for car-like robot path tracking is evaluated and analysed. The proposed method has been proven to minimize the tracking errors which could help to enhance the safety level of the car.
安全性是自动驾驶汽车的重要特征之一,在开发此类汽车时必须认真考虑。自动驾驶汽车的安全问题之一是汽车无法忠实地跟踪预先规划的路径,这可能会导致汽车偏离预定路线。这可能会导致汽车撞车或发生事故。为了解决这一问题,本文提出了一种考虑小车运动约束的基于比例和比例导数控制器的路径跟踪方法。对两种控制器在类车机器人路径跟踪中的性能进行了评价和分析。实践证明,该方法能最大限度地减小跟踪误差,提高汽车的安全水平。
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引用次数: 0
Fetal biometry assessment of biparietal diameter for Saudi Arabia population and comparison with other countries 沙特阿拉伯人口胎儿双顶叶直径的生物测量评估及其与其他国家的比较
R. Ramli, Mayyadah Hasan Rhaif Al-sahlanee, N. Z. N. Azman, Azhar A. Rahman, I. S. Mustafa, N. A. Razak, N. S. Ayob, Nabela Zakaria, Hana Mohammed Al-Marri, N. Yahaya
In this study, a new reference range of biparietal diameter (BPD) is developed based on Saudi Arabia population. A number of 2075 pregnant women who attend the maternity check up in 2013 to 2015 at Department of Obstetrics and Gynecology, Hospital Maternity and Children of Dammam, Saudi Arabia, were involved in this study. The data were recorded from 12th to 40th weeks of gestational age (GA). The BPD was measured using Sony Corporation 1-7-1 Konan Minator-K. On-screen caliper is used to measure the BPD parameter on the frozen image using linear method. The SPSS software version 22.0 was used for analysis, with statistical analysis were performed such as compare means, regression analysis and paired sample t-test. Results show that higher BPD growth rate was found in second trimester (12th to 25th weeks of GA) with 2.90 mm/week compared to third trimester (26th to 40th weeks of GA) with only 1.68 mm/week, proved that the rapid growth of fetus head in second trimester than third trimester. Further analysis on maternal age, number of gravid and gender of the fetus were found no significant impact on the BPD values (p values ≥ 0.05). The BPD value of this study shows no significant difference with the BPD values of USA [1], Norway [2], Australia [3], Zimbabwe [4], India [5], China [6] and Malaysia [7]. Thus, this new BPD values are highly recommended to be used by the medical practitioner as the reference range of fetus biometry for Saudi Arabia population, in regards to provide a better healthcare and well being of the maternal and fetuses.
本研究以沙特阿拉伯人口为研究对象,建立了新的双顶叶直径参考范围。本研究选取了2013年至2015年在沙特阿拉伯达曼妇产医院妇产科进行孕检的2075名孕妇为研究对象。数据记录于胎龄12 ~ 40周。BPD是用索尼公司的1-7-1 Konan Minator-K测量的。用屏幕卡尺对冻结图像的BPD参数进行线性测量。采用SPSS 22.0版软件进行分析,进行比较均值、回归分析、配对样本t检验等统计分析。结果发现妊娠中期(孕12 ~ 25周)BPD生长速率为2.90 mm/周,妊娠晚期(孕26 ~ 40周)BPD生长速率仅为1.68 mm/周,证明妊娠中期胎儿头部生长速度快于妊娠晚期。进一步分析产妇年龄、孕次、胎儿性别对BPD值无显著影响(p值≥0.05)。本研究的BPD值与美国[1]、挪威[2]、澳大利亚[3]、津巴布韦[4]、印度[5]、中国[6]和马来西亚[7]的BPD值无显著差异。因此,强烈建议医生将这一新的BPD值作为沙特阿拉伯人口胎儿生物测定的参考范围,以便为孕产妇和胎儿提供更好的医疗保健和健康。
{"title":"Fetal biometry assessment of biparietal diameter for Saudi Arabia population and comparison with other countries","authors":"R. Ramli, Mayyadah Hasan Rhaif Al-sahlanee, N. Z. N. Azman, Azhar A. Rahman, I. S. Mustafa, N. A. Razak, N. S. Ayob, Nabela Zakaria, Hana Mohammed Al-Marri, N. Yahaya","doi":"10.1109/ICCSCE.2016.7893600","DOIUrl":"https://doi.org/10.1109/ICCSCE.2016.7893600","url":null,"abstract":"In this study, a new reference range of biparietal diameter (BPD) is developed based on Saudi Arabia population. A number of 2075 pregnant women who attend the maternity check up in 2013 to 2015 at Department of Obstetrics and Gynecology, Hospital Maternity and Children of Dammam, Saudi Arabia, were involved in this study. The data were recorded from 12th to 40th weeks of gestational age (GA). The BPD was measured using Sony Corporation 1-7-1 Konan Minator-K. On-screen caliper is used to measure the BPD parameter on the frozen image using linear method. The SPSS software version 22.0 was used for analysis, with statistical analysis were performed such as compare means, regression analysis and paired sample t-test. Results show that higher BPD growth rate was found in second trimester (12th to 25th weeks of GA) with 2.90 mm/week compared to third trimester (26th to 40th weeks of GA) with only 1.68 mm/week, proved that the rapid growth of fetus head in second trimester than third trimester. Further analysis on maternal age, number of gravid and gender of the fetus were found no significant impact on the BPD values (p values ≥ 0.05). The BPD value of this study shows no significant difference with the BPD values of USA [1], Norway [2], Australia [3], Zimbabwe [4], India [5], China [6] and Malaysia [7]. Thus, this new BPD values are highly recommended to be used by the medical practitioner as the reference range of fetus biometry for Saudi Arabia population, in regards to provide a better healthcare and well being of the maternal and fetuses.","PeriodicalId":6540,"journal":{"name":"2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","volume":"1 1","pages":"366-369"},"PeriodicalIF":0.0,"publicationDate":"2016-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81553146","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)
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