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

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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
{"title":"Performance analysis on iris recognition based on half polar iris localization and normalization method using modified low cost camera","authors":"K. Ramli, Rudy Nurhadi, Y. Suryanto, Alfan Presekal","doi":"10.1109/QIR.2017.8168441","DOIUrl":"https://doi.org/10.1109/QIR.2017.8168441","url":null,"abstract":"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.","PeriodicalId":225743,"journal":{"name":"2017 15th International Conference on Quality in Research (QiR) : International Symposium on Electrical and Computer Engineering","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116004106","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: 4
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
{"title":"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","authors":"Asri Yulianti, S. Sumpeno, M. Purnomo","doi":"10.1109/QIR.2017.8168449","DOIUrl":"https://doi.org/10.1109/QIR.2017.8168449","url":null,"abstract":"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.","PeriodicalId":225743,"journal":{"name":"2017 15th International Conference on Quality in Research (QiR) : International Symposium on Electrical and Computer Engineering","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115021610","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: 1
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
{"title":"Lighting replacement analysis at classrooms of engineering center, faculty of engineering, universitas Indonesia","authors":"Muhammad Levy Aninditio, A. Rahardjo, C. Hudaya","doi":"10.1109/QIR.2017.8168498","DOIUrl":"https://doi.org/10.1109/QIR.2017.8168498","url":null,"abstract":"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.","PeriodicalId":225743,"journal":{"name":"2017 15th International Conference on Quality in Research (QiR) : International Symposium on Electrical and Computer Engineering","volume":"14 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120836997","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
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
{"title":"Efficient implementation of hash sequence authentication based on RFID","authors":"Andreyanto Pratama, Taufik Hidyatullah, D. Putranto","doi":"10.1109/QIR.2017.8168531","DOIUrl":"https://doi.org/10.1109/QIR.2017.8168531","url":null,"abstract":"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.","PeriodicalId":225743,"journal":{"name":"2017 15th International Conference on Quality in Research (QiR) : International Symposium on Electrical and Computer Engineering","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124556043","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
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
{"title":"Identification of pulse frequency spectrum of chronic kidney disease patients measured at TCM points using FFT processing","authors":"E. Yudaningtyas, D. Santjojo, Waru Djuriatno, I. Siradjuddin, M. R. Hidayatullah","doi":"10.1109/QIR.2017.8168476","DOIUrl":"https://doi.org/10.1109/QIR.2017.8168476","url":null,"abstract":"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.","PeriodicalId":225743,"journal":{"name":"2017 15th International Conference on Quality in Research (QiR) : International Symposium on Electrical and Computer Engineering","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133653774","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: 10
An analysis of natural disaster data by using K-means and K-medoids algorithm of data mining techniques 利用数据挖掘技术中的K-means和k - medioids算法对自然灾害数据进行分析
Prihandoko, Bertalya, Muhammad Iqbal Ramadhan
{"title":"An analysis of natural disaster data by using K-means and K-medoids algorithm of data mining techniques","authors":"Prihandoko, Bertalya, Muhammad Iqbal Ramadhan","doi":"10.1109/QIR.2017.8168485","DOIUrl":"https://doi.org/10.1109/QIR.2017.8168485","url":null,"abstract":"Indonesia is one of the countries with diverse morphology of the lands, high mountains, and the tropical climates of frequent high rainfall. This condition often causes natural disasters in some areas of the country, which sometimes are so terrible that make a lot of people are missing and suffering. In order to reduce the impact of natural disasters to the people and environment, a research was conducted by capturing data showing the occurrence of the disasters and data about the weather conditions for the last five years. Data is obtained from the official sites of Indonesian National Board for Disaster Management (BNPB) and Indonesian Agency for Meteorological, Climatological, and Geophysics (BMKG). This data is then analyzed by using clustering data mining techniques i.e. k-means algorithm and k-medoids algorithm. The two methods are frequently used to make some analysis of data to find some hidden information. The result shows that weather is not the only factor causing natural disaster. By using the result, the government can make some plans for natural disaster mitigations.","PeriodicalId":225743,"journal":{"name":"2017 15th International Conference on Quality in Research (QiR) : International Symposium on Electrical and Computer Engineering","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129212848","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: 13
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
{"title":"The use of pid controller to get the stable floating condition of the objects in magnetic levitation system","authors":"Rosalia H Subrata, Julian Leonard Hardenberg, F. Gozali","doi":"10.1109/QIR.2017.8168504","DOIUrl":"https://doi.org/10.1109/QIR.2017.8168504","url":null,"abstract":"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.","PeriodicalId":225743,"journal":{"name":"2017 15th International Conference on Quality in Research (QiR) : International Symposium on Electrical and Computer Engineering","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124525274","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: 2
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
{"title":"The Model of near infrared sensor output voltage as a function of glucose concentration in solution","authors":"E. S. Julian, K. Prawiroredjo, G. Tjahjadi","doi":"10.1109/QIR.2017.8168471","DOIUrl":"https://doi.org/10.1109/QIR.2017.8168471","url":null,"abstract":"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.","PeriodicalId":225743,"journal":{"name":"2017 15th International Conference on Quality in Research (QiR) : International Symposium on Electrical and Computer Engineering","volume":"122 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114410157","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: 7
A DC motor speed control using the LPC-ANFIS speech recognition system 一种采用LPC-ANFIS语音识别的直流电机调速控制系统
M. Akil, I. Nurtanio, R. Sadjad
{"title":"A DC motor speed control using the LPC-ANFIS speech recognition system","authors":"M. Akil, I. Nurtanio, R. Sadjad","doi":"10.1109/QIR.2017.8168484","DOIUrl":"https://doi.org/10.1109/QIR.2017.8168484","url":null,"abstract":"The aim of this research is to design an implementation of the speech recognition system to control the speed of a DC motor. The Linear Predictive Coding (LPC) method is used in the speed recognition system, tuned by the Adaptive Neuro-Fuzzy Inference Systems (ANFIS) method. There are 5 (five) samples of voice signals in Bahasa Indonesia recognized by this system, i.e.: “Nyala”, “Lambat”, “Sedang”, “Cepat” and “Mati”. Every voice signal is repeated 5 (five) times until as many as 25 samples are recorded. Their voice characteristics are extracted using the LPC method represented by the LPC coefficients stored in a database system. The ANFIS method is implemented in 50 iterations to tune and to train the LPC coefficients until the least error, i.e. 0,00012446 is obtained. Voice samples originated from the internal database system are 83% successfully recognized by this system. However; samples extracted from the human voice signals of different persons — different sex from the person whose voice signals are recorded in the database system, and from various ages — are only 78,8% successfully recognized by the system. The output of the speech recognition system is coded into the ASCII Codes and converted into the PWM signal to control the speed of a DC motor.","PeriodicalId":225743,"journal":{"name":"2017 15th International Conference on Quality in Research (QiR) : International Symposium on Electrical and Computer Engineering","volume":"193 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121073147","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: 1
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
{"title":"Hand typist robot modelling for quadriplegic person using extreme learning machine","authors":"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","doi":"10.1109/QIR.2017.8168506","DOIUrl":"https://doi.org/10.1109/QIR.2017.8168506","url":null,"abstract":"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.","PeriodicalId":225743,"journal":{"name":"2017 15th International Conference on Quality in Research (QiR) : International Symposium on Electrical and Computer Engineering","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129389987","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
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