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2017 15th International Conference on Quality in Research (QiR) : International Symposium on Electrical and Computer Engineering最新文献

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Lighting replacement analysis at classrooms of engineering center, faculty of engineering, universitas Indonesia 印尼大学工程学院工程中心教室照明更换分析
Muhammad Levy Aninditio, A. Rahardjo, C. Hudaya
The energy crisis in the future will be a threat for human life. Many advancements of technology currently focus on creating something that perform better than its predecessor but consuming less power. Light-emitting diode (LED) lighting technology has been introduced as a breakthrough of technology which possesses big advantages rather than other lighting technologies. LED lighting technology is able to produce a high luminous flux with very low power consumption, and also lasts longer than others. By consuming lower power, hence the amount of energy being consumed in order to generate the same amount of light will be reduced, and hence, energy saving will happen. This study discusses the replacement analysis of lighting at classrooms at Engineering Center of Faculty of Engineering Universitas Indonesia. The analysis is in terms of illuminance aspect, power quality performance and cost, and it is done by replacing the existing compact fluorescence lamps (CFL) with three different options of LED lamp exist in the market with competitive price. The study suggests that using LED lamp as a replacement for CFL at classrooms at designated room is more efficient; consuming less energy by 42.86%, and moreover saving the electricity cost as well, from IDR 864,360 annually to IDR 493,920.
未来的能源危机将是对人类生命的威胁。目前,许多技术的进步都集中在创造比其前身性能更好但功耗更低的产品上。发光二极管(LED)照明技术作为一项突破性的技术被引入,它比其他照明技术具有更大的优势。LED照明技术能够以非常低的功耗产生高光通量,并且持续时间也比其他照明技术长。通过消耗更低的功率,因此,为了产生相同数量的光而消耗的能量将减少,因此,节能将发生。本研究探讨印尼工程大学工程学院工程中心教室照明的替代分析。从照度、电能质量、性能和成本三个方面进行分析,用市场上存在的三种不同的LED灯替代现有的紧凑型荧光灯(CFL)。研究表明,在指定教室使用LED灯代替CFL灯更有效率;节能42.86%,节约电费,从每年864,360印尼盾降至493,920印尼盾。
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引用次数: 0
Majority vote technique based on multi rough set for multi attributes decision-making system: Case study classifying job competency for civil servants' functional works in ministry of religious affairs of Republic of Indonesia 多属性决策系统中基于多粗糙集的多数投票技术——以印度尼西亚共和国宗教事务部公务员职能工作胜任力分类为例
Asri Yulianti, S. Sumpeno, M. Purnomo
In the government agencies, civil servants are required to have competence or ability to finish the work effectively and efficiently. In fact, the decision-making system for determining position and assignment of civil servants' functional works is still performed manually, so it takes a longer time. Moreover, the results are not totally accurate in terms of their competency. Rough set, hereinafter called Single Rough Set, is a common method to solve this problem, but the process may be very complex and still has the unclassified result. In this research, Multi Rough Set and Majority Vote technique are proposed to enhance system performance of single rough set with multi attributes of job competency. It obtains accuracy rate with 5-fold cross-validation that is 83.67% better than a Single Rough Set and it has 0.947 Area Under Curve (AUC) derived from Receiver Operator Characteristic (ROC). Thus, it can be said that the system performance of Multi Rough Set can be considered excellent in classifying job competency for civil servants' functional works.
在政府机构中,公务员被要求有能力有效地完成工作。事实上,公务员职能工作岗位和分配的决策系统仍然是手工执行的,因此需要较长的时间。此外,就他们的能力而言,结果并不完全准确。粗糙集(Single Rough set)是解决这一问题的常用方法,但过程可能非常复杂,仍然存在未分类的结果。本研究提出了多粗糙集和多数投票技术来提高具有多工作能力属性的单个粗糙集的系统性能。经过5次交叉验证,准确率比单一粗糙集提高83.67%,由Receiver Operator Characteristic (ROC)得到的曲线下面积(Area Under Curve, AUC)为0.947。由此可见,Multi Rough Set在公务员职能工作岗位胜任力分类方面的系统性能可以认为是优秀的。
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引用次数: 1
Interference Management using power control for uplink transmission in femtocell-macrocell cellular communication network 基于功率控制的飞蜂窝-宏蜂窝通信网络上行传输干扰管理
M. Susanto, R. Hutabarat, Y. Yuniati, Syaiful Alam
Femtocell is a small cell of 10–30 meters radius deployed in the existing larger cell (macrocell) forming two-tier femtocell-macrocell cellular network. However, the deployment of femtocell into the existing macrocell cellular network is facing more complex interference problems. This paper focuses on interference management using power control methods for the uplink transmission of such two-tier cellular networks. Types of interferences considered in this paper are co-tier (femtocell-to-femtocell and macrocell-to-macrocell), cross-tier (femtocell-to-macrocell and macrocell-to-femtocell), and total interferences. This paper considers multi-cell scenario of cellular communication network consisting of three macrocell cellular networks in which each macrocell is deployed 10 femtocells. This paper analyzes one of three macrocells on the uplink transmission with the other two macrocells on downlink transmissions. All femtocells are on the same transmission conditions as its co-located macrocells. This paper observes one of ten uplink femtocells on the observed uplink macrocell. Through simulation, this paper firstly analyzes co-tier, cross-tier, and total interferences for the system without power control. The results of Signal to Interference plus Noise Ratio (SINR) in term of its Cumulative Distribution Function (CDF) for the system without power control are used as a baseline system. Then, this paper proposes the use of two power controls namely PC-1 and PC-2 in this paper which both power controls work based on the estimated current SINR. Both power control methods are also to make sure that the transmitting power of the users in the observed base stations (eNB/HeNB in 4G cellular network terminology) will not exceed maximum or minimum of its allowed transmitting power (uplink transmission case). The simulation has been carried out and the SINR results were collected and compared to baseline system. The simulation results show that PC-1 and PC-2 outperform the baseline system in terms of CDF of SINR.
飞蜂窝是一个半径10-30米的小蜂窝,部署在现有的大蜂窝(宏蜂窝)中,形成两层的飞蜂窝-宏蜂窝蜂窝网络。然而,在现有的宏蜂窝网络中部署飞蜂窝面临着更复杂的干扰问题。本文重点研究了在这种两层蜂窝网络的上行传输中使用功率控制方法进行干扰管理。本文考虑的干扰类型包括共层干扰(飞蜂窝到飞蜂窝和宏蜂窝到宏蜂窝)、跨层干扰(飞蜂窝到宏蜂窝和宏蜂窝到飞蜂窝)和总干扰。本文研究了由3个宏蜂窝网络组成的蜂窝通信网络的多蜂窝场景,每个宏蜂窝网络部署10个飞基站。本文分析了三个宏小区中的一个在上行传输,另外两个宏小区在下行传输。所有的飞基站与其同处一处的宏基站具有相同的传输条件。本文在观测的上行宏基站上观测了十个上行飞基站中的一个。通过仿真,首先分析了无功率控制系统的共层干扰、交叉干扰和总干扰。用无功率控制系统的信噪比(SINR)的累积分布函数(CDF)作为基准系统。然后,本文提出使用PC-1和PC-2两种功率控制,这两种功率控制都是基于估计的电流信噪比工作的。这两种功率控制方法也是为了确保被观察基站中的用户的发射功率(4G蜂窝网络术语中的eNB/HeNB)不会超过其允许的发射功率的最大值或最小值(上行传输情况)。进行了仿真,收集了SINR结果,并与基线系统进行了比较。仿真结果表明,PC-1和PC-2在信噪比的CDF方面优于基准系统。
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引用次数: 9
Efficient implementation of hash sequence authentication based on RFID 基于RFID的哈希序列认证的高效实现
Andreyanto Pratama, Taufik Hidyatullah, D. Putranto
Security for accessing an area need to be noticed. Access restriction can be applied using authentication such as password. Thereby, the strong password is required, but it is hard to remember. Strong password can be generated by using hash function and stored on smart card can be solution. Smart card can be used as access card. Nevertheless, vulnerabilities of the card need to be noticed. Lamport's scheme as hash sequence authentication can be implemented to create dynamic access card which replicate resistant. Hash sequence authentication used to authenticate the prover. The prover should give hash value as input that has result equal with the verifier has. This scheme will be implemented using Arduino Mega ADK. The result of this research is a login hardware prototype.
进入一个区域的安全需要注意。可以使用身份验证(如密码)应用访问限制。因此,强密码是必需的,但它很难记住。使用哈希函数生成强密码并存储在智能卡上即可解决。智能卡可以作为门禁卡使用。然而,卡的漏洞需要注意。Lamport方案作为哈希序列认证可以实现创建抗复制的动态门禁卡。用于验证证明者的哈希序列身份验证。证明者应该给出与验证者结果相等的哈希值作为输入。本方案将使用Arduino Mega ADK实现。本研究的结果是一个登录硬件原型。
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引用次数: 0
Identification of pulse frequency spectrum of chronic kidney disease patients measured at TCM points using FFT processing FFT处理识别慢性肾脏病患者中医穴位脉频
E. Yudaningtyas, D. Santjojo, Waru Djuriatno, I. Siradjuddin, M. R. Hidayatullah
Mortality due to chronic kidney disease (CKD) increases significantly in a recent year. The disease often is diagnosed in an advanced stage. On the other hand, there has been traditional Chinese method or technique to diagnose the presence of the CKD. The diagnosis is carried out by examining pulse palpation at three points namely cun, guan and chi located at the radial artery of the left hand. Records of the pulse pattern of the CKD patients showed irregular characteristics compared with regular pattern obtained from healthy subjects. The aim of this study was to determine the relationship between the frequency spectrum of the irregular pulses related to the stages of the CKD especially from the chi area. Data of the irregular pulse were categorized into 6 stages i.e. 1, 2, 3a, 3b, 4, and 5 of the CKD patients. The data were collected by measuring pressure during systolic periods or when blood vessels were in a relaxed state. In this period, the instrumentation records reflections of the pulse including information about the amplitudes, frequencies, and pulse wave patterns. Observations were focused on the part of the signal between low and high amplitude on pulse patterns (systolic period). The irregular patterns were processed by a Fast Fourier Transform (FFT) technique to find out their special characteristics quantitatively. Results showed that the pattern irregularity was related to the severity of the kidney dysfunction. The FFT processing results showed a number of different special characters in the spectrum. The data were clustered related to the CKD stages. The clustered data of the CKD patients indicates a correlation between the stages and the shifting of the spectrum to lower frequencies which are 0.26 Hz compared to health subject's data 1.11 Hz.
近年来,慢性肾脏疾病(CKD)的死亡率显著上升。这种疾病通常在晚期才被诊断出来。另一方面,有传统的中国方法或技术来诊断CKD的存在。诊断是通过检查位于左手桡动脉的村、关、池三个点的脉搏触诊进行的。CKD患者的脉象记录与健康人的脉象记录相比,显示出不规则的特征。本研究的目的是确定与CKD阶段相关的不规则脉冲频谱之间的关系,特别是来自chi区域。将不规则脉搏数据分为CKD患者的1、2、3a、3b、4、5期6期。这些数据是通过测量收缩期或血管处于放松状态时的压力来收集的。在此期间,仪器记录脉冲的反射,包括幅度、频率和脉冲波形的信息。观察集中在低和高振幅之间的部分信号的脉冲模式(收缩期)。采用快速傅里叶变换(FFT)技术对不规则图案进行处理,定量地找出不规则图案的特殊特征。结果表明,该模式的不规则性与肾功能障碍的严重程度有关。FFT处理结果表明,光谱中存在许多不同的特殊特征。数据与CKD分期相关。CKD患者的聚类数据表明,与健康受试者的数据1.11 Hz相比,CKD患者的阶段与频谱向低频移动的相关性为0.26 Hz。
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引用次数: 10
Performance analysis on iris recognition based on half polar iris localization and normalization method using modified low cost camera 基于改进低成本相机半极虹膜定位归一化方法的虹膜识别性能分析
K. Ramli, Rudy Nurhadi, Y. Suryanto, Alfan Presekal
Iris recognition offers unique pattern as a biometric authentication. Iris has advantages in term of universality, distinctiveness, permanence, and collectability. This research proposed implementation of half polar iris localization and normalization to improve performance of iris recognition that is detected using modified low cost camera. In the development phase dataset from CASIA-IrisV1 is used. The performance of the recognition is then evaluated based on level of accuracy and execution time. Our proposed method produces better accuracy for Iris Localization, and hence suitable for Iris Recognition The processing speed analysis shows that the proposed method performs faster Iris based authentication.
虹膜识别提供了一种独特的生物识别模式。虹膜具有通用性、独特性、永久性、可收藏性等优点。本研究提出了半极虹膜定位和归一化的实现,以提高改进的低成本相机检测虹膜的识别性能。在开发阶段,使用CASIA-IrisV1数据集。然后根据准确率和执行时间来评估识别的性能。该方法具有较高的虹膜定位精度,适用于虹膜识别。处理速度分析表明,该方法可以实现更快的基于虹膜的身份验证。
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引用次数: 4
The Model of near infrared sensor output voltage as a function of glucose concentration in solution 近红外传感器输出电压随溶液中葡萄糖浓度的函数模型
E. S. Julian, K. Prawiroredjo, G. Tjahjadi
The number of people with diabetes increases every year in the whole world, including Indonesia. Diabetes is a major cause of stroke, heart attack, kidney failure, lower limb amputation and one of the leading causes of death. In order to manage their blood glucose level, diabetics have to test their blood glucose level as often as possible according to certain medical guidance, diet, exercise and consume medicine regularly. Unfortunately, the current blood glucose testing is inconvenient and uncomfortable, even cause pain for diabetic or patient; therefore, a noninvasive blood glucose measurement is highly desirable. Although several research works have already been done in this area, a successful noninvasive method is still in search. In order to contribute in this research area, we study the effect of glucose concentration in solutions with different concentration to the output voltage of a near infrared sensor as a preliminary research to obtain a successful noninvasive blood glucose meter. In this paper, we reported the model of near infrared sensor output voltage as a function of glucose concentration. The main components of the near infrared sensor are a 1450 nm light emitting diode (LED) as light source, and a photodiode that is sensitive to that wavelength as the sensing device. The distance between LED and photodiode is 15mm. The solutions have 50 mg/dl, 100 mg/dl, 200 mg/dl, 300 mg/dl, and 400 mg/dl glucose concentrations. An acrylic cylinder with 40 mm diameter was filled with 5 ml glucose solution for each concentration. The results show that higher glucose concentrations produce lower sensor output voltages. The linear trend line shows good fit with those data. The value of correlation coefficient is −0.99, which indicates strong relationship between the sensor output voltages and glucose concentrations.
全世界糖尿病患者的数量每年都在增加,包括印度尼西亚。糖尿病是中风、心脏病、肾衰竭、下肢截肢的主要原因,也是导致死亡的主要原因之一。为了控制血糖水平,糖尿病患者必须根据一定的医疗指导、饮食、运动和规律用药,尽可能多地检测血糖水平。不幸的是,目前的血糖检测不方便、不舒服,甚至会给糖尿病患者或患者带来疼痛;因此,一个无创的血糖测量是非常需要的。虽然在这方面已经做了一些研究工作,但一种成功的非侵入性方法仍在寻找中。为了在这一研究领域有所贡献,我们研究了不同浓度溶液中葡萄糖浓度对近红外传感器输出电压的影响,作为获得成功的无创血糖仪的初步研究。本文报道了近红外传感器输出电压随葡萄糖浓度变化的模型。近红外传感器的主要部件是1450nm发光二极管(LED)作为光源,对该波长敏感的光电二极管作为传感器件。LED与光电二极管之间的距离为15mm。溶液中葡萄糖浓度分别为50mg /dl、100mg /dl、200mg /dl、300mg /dl和400mg /dl。在直径为40mm的丙烯酸圆柱体中,每个浓度分别填充5ml葡萄糖溶液。结果表明,葡萄糖浓度越高,传感器输出电压越低。线性趋势线与这些数据吻合得很好。相关系数为−0.99,表明传感器输出电压与葡萄糖浓度之间存在较强的相关性。
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引用次数: 7
The use of pid controller to get the stable floating condition of the objects in magnetic levitation system 利用pid控制器来获得磁悬浮系统中物体的稳定悬浮状态
Rosalia H Subrata, Julian Leonard Hardenberg, F. Gozali
Magnetic Levitation or maglev is a method to make an object float in open air without any physical support utilizing force created by electromagnetic repulsion surrounding the object to counter the effect of gravitational force of the object. The object can be levitated if the force created by electromagnetic repulsion equalizes the weight of the object. Lately, this method can be found in many applications such as maglev trains, maglev toys, maglev clock, etc. In this research, we want to show how the Proportional Integral Derivative Controller also known as PID Controller can be used to stabilize magnetically levitated objects. The electromagnetic field is generated by using copper wire coil with 15 millihenry inductance while the object consists of two neodymium permanent magnetic button. The weight and the size of the magnet is 22 grams in mass with 0.5 cm in diameter and 0.5 cm thick. An N-Channel MOSFET Transistor is used to adjust the position of the object with the electromagnetic coil. The PID Controller is used to find the characteristics of the system. The system will stabilize objects floating in many different positions. Arduino Uno microcontroller is used to perform the PID Controller processing with the feedback from the Hall Effect sensor of the system. It is found that with PID parameters Kp = 2.1 Ki = 19.5 and Kd = 0.0025, the objects can be floating with stable condition at the position 1.5 cm from effect hall sensor and with Kp = 0.6, Ki = 3.0 and Kd = 0.0006, the objects can be floating with stable condition at the position 2.0 cm from the Hall Effect sensor. The range in which objects can float with stable condition is between 0.5 cm and 2.5 cm from the Hall Effect sensor of the system.
磁悬浮是一种利用物体周围的电磁斥力产生的力来抵消物体重力的影响,使物体在没有任何物理支撑的情况下漂浮在露天的方法。如果电磁斥力产生的力与物体的重量相等,物体就能悬浮起来。近年来,这种方法在磁浮列车、磁浮玩具、磁浮钟等方面得到了广泛的应用。在本研究中,我们希望展示比例积分导数控制器也称为PID控制器如何用于稳定磁悬浮物体。电磁场是用15毫安电感的铜线线圈产生的,物体由两个钕永磁按钮组成。磁铁的重量和尺寸为22g,直径0.5 cm,厚0.5 cm。n沟道MOSFET晶体管用于用电磁线圈调节物体的位置。PID控制器用于寻找系统的特性。该系统将稳定漂浮在许多不同位置的物体。采用Arduino Uno微控制器,根据系统霍尔效应传感器的反馈对PID控制器进行处理。结果表明,当PID参数Kp = 2.1, Ki = 19.5, Kd = 0.0025时,物体可以在距离霍尔传感器1.5 cm处稳定漂浮;当PID参数Kp = 0.6, Ki = 3.0, Kd = 0.0006时,物体可以在距离霍尔传感器2.0 cm处稳定漂浮。物体在距离系统霍尔效应传感器0.5 cm ~ 2.5 cm范围内稳定漂浮。
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引用次数: 2
Estimating the UAV moments of inertia directly from its flight data 直接从飞行数据估计无人机的转动惯量
J. Muliadi, Rizki Langit, B. Kusumoputro
This article proposes a practical new method to obtain the moment of inertia of UAV, named ARES. The ARES method simultaneously determined all the elements of UAV's Tensor of Inertia, i.e. the moments and the products of inertia through algebraic solving. The ARES method directly uses the UAV Flight Data to accommodate accuracy issues of modeling such as vehicle's geometrical imperfection; manufacturing defect, any non-symmetrical due component placement, etc. This proposed method was applicable for various purposes of UAV modeling e.g. flight control design, flight dynamics analysis, etc. Conventionally, UAV moments of inertia were estimated by tabulating, CAD-based, or pendulum method. Since these existing methods were constrained by the accuracy and practical issues, we develop the ARES method which using the UAV's flight data to resolve both issues. After undergone appropriate mathematical strategies, the ARES produce a linear construction for algebraic solving technique. The implementation the proposed method in the quadrotor flight data showing that ARES are successfully measured the asymmetrical terms which important for nonlinear controlling, that previously neglected by the conventional methods. Thus, the ARES estimates the UAV Tensor of Inertia in holistic, sophisticated and practical fashion.
本文提出了一种实用的获取无人机惯性矩的新方法——ARES。ARES方法通过代数求解,同时确定了无人机惯性张量的所有要素,即惯性矩和惯性积。ARES方法直接使用无人机飞行数据来适应建模精度问题,如飞行器的几何缺陷;制造缺陷,任何不对称的组件放置等。该方法适用于无人机的飞行控制设计、飞行动力学分析等多种建模目的。传统上,无人机的惯性矩是通过制表、基于cad或摆锤方法估计的。针对现有方法存在的精度和实用性问题,提出了利用无人机飞行数据的ARES方法。在经过适当的数学策略后,ARES产生了一种线性构造的代数求解技术。在四旋翼飞行数据中的应用表明,该方法成功地测量了非对称项,而非对称项对非线性控制非常重要,而传统方法忽略了这些项。因此,ARES对无人机惯性张量进行了全面、精密和实用的估计。
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引用次数: 4
Hand typist robot modelling for quadriplegic person using extreme learning machine 用极限学习机为四肢瘫痪者建模的手打字机器人
D. A. Kurniawan, M. Syai’in, S. Kautsar, M. K. Hasin, Boedi Herijono, J. Endrasmono, R. Soelistijono, A. Wahidin, L. Subiyanto, A. Setyoko, A. Soeprijanto
This paper will present an implementation of Extreme Learning Machine (ELM) in Prototype of Hand Typist Robot (HTR). HTR is Typist Robot which is designed for quadriplegic people. HTR consists of two robotic arms with three dynamixel AX-12 that mounted on each arm. It is mean that each arm has 3 DOF. To operate HTR, user has to equipped with compass sensor (CMPS10), installed on the part of body that has good function. In this paper ELM is used to map and make decision between the signal which sending by CMPS10 and position of alphabet that will be reached by Robot Arm. The advantage of ELM is superior in training process and easy to implement. Using ELM, the relationship between input and output can be present only using one simple matrix. From the experiment result shown that 73 keys of computer keyboard can be reached by HTR with an error 5%. The error is accumulated errors which is caused by vibration of dynamixel AX-12 when it is moving. To minimize the error the HTR need to reset regularly.
本文将介绍极限学习机(ELM)在手动打字机器人(HTR)原型中的实现。HTR是为四肢瘫痪的人设计的打字员机器人。HTR由两条机械臂组成,每条机械臂上安装有三个dynamixel AX-12。平均每条手臂有3个自由度。要操作HTR,用户必须配备罗盘传感器(CMPS10),安装在身体功能良好的部位。本文利用ELM在CMPS10发送的信号与机械臂到达的字母位置之间进行映射和决策。ELM的优点是训练过程优越,易于实施。使用ELM,输入和输出之间的关系可以只用一个简单的矩阵来表示。实验结果表明,HTR算法可识别计算机键盘的73个按键,误差为5%。该误差为AX-12型动态模组在运动过程中由于振动引起的累积误差。为了尽量减少错误,HTR需要定期重置。
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引用次数: 0
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2017 15th International Conference on Quality in Research (QiR) : International Symposium on Electrical and Computer Engineering
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