2020 International Conference on Smart Technology and Applications (ICoSTA)最新文献_第4页

Pearson Correlation Attribute Evaluation-based Feature Selection for Intrusion Detection System 基于Pearson关联属性评估的入侵检测系统特征选择

2020 International Conference on Smart Technology and Applications (ICoSTA) Pub Date : 2020-02-01 DOI: 10.1109/ICoSTA48221.2020.1570613717

Yuna Sugianela, T. Ahmad

引用次数: 7

Improved K-Means Algorithm on Home Industry Data Clustering in the Province of Bangka Belitung 邦卡勿里洞省家庭产业数据聚类的改进K-Means算法

2020 International Conference on Smart Technology and Applications (ICoSTA) Pub Date : 2020-02-01 DOI: 10.1109/ICoSTA48221.2020.1570598913

Hadi Santoso, Hilyah Magdalena

{"title":"Improved K-Means Algorithm on Home Industry Data Clustering in the Province of Bangka Belitung","authors":"Hadi Santoso, Hilyah Magdalena","doi":"10.1109/ICoSTA48221.2020.1570598913","DOIUrl":"https://doi.org/10.1109/ICoSTA48221.2020.1570598913","url":null,"abstract":"The Government of Bangka Belitung Islands Province has not classified the home industry until now. Based on these problems, we propose a k-means algorithm for clustering home industry data. The k-means algorithm is widely used because it is straightforward and very suitable for grouping data. However, in its application, the k-means algorithm has a weakness in determining the starting point of the cluster center and, in its selection, is still carried out randomly. As a result, if the random value for initializing the initial centroid value is not right, then the grouping is less than optimal. Internal cluster validation is one way to determine the optimal cluster without knowing prior information from the data. This study aims to identify the optimal group by making improvements to the k-means algorithm and then to test it by applying an internal cluster, namely the Davies-Bouldin Index (DBI) and the Silhouette Index (SI) on the data of home industry in Bangka Belitung Island Province. The optimal cluster calculation results based on internal cluster validation both show that the Silhouette index and the DBI index with k = 3 on improved k-means algorithm. While the traditional k-means algorithm of internal cluster validation both show that the Silhouette index and the Davies-Bouldin Index with k = 2. The conclusion is k = 3 on the Davies-Bouldin Index of this research data gives good results for clustering home industry data in Bangka Belitung Islands Province.","PeriodicalId":375166,"journal":{"name":"2020 International Conference on Smart Technology and Applications (ICoSTA)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126695917","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: 3

Capacity Analysis for Hybrid Beamforming MIMO Channel using Discrete Cosine Transform and Antenna Selection 基于离散余弦变换和天线选择的混合波束形成MIMO信道容量分析

2020 International Conference on Smart Technology and Applications (ICoSTA) Pub Date : 2020-02-01 DOI: 10.1109/ICoSTA48221.2020.1570613216

A. S. Arifin

引用次数: 1

Analysis of Malang City Readiness in Realizing Smart Tourism with New Integrated E-Readiness Model 基于新型集成E-Readiness模型的玛琅城市智慧旅游就绪度分析

2020 International Conference on Smart Technology and Applications (ICoSTA) Pub Date : 2020-02-01 DOI: 10.1109/ICoSTA48221.2020.1570616406

Tatang Satya Wibowo, Endroyono, I. Pratomo

引用次数: 5

Design Of One Phase Inverter 250 Watt Third Harmonic Injection Pulse Width Modulation Method In Mini-Grid Photovoltaic 微网光伏单相逆变器250瓦三次谐波注入脉宽调制方法设计

2020 International Conference on Smart Technology and Applications (ICoSTA) Pub Date : 2020-02-01 DOI: 10.1109/ICoSTA48221.2020.1570610962

H. Sujono, Mohamad Arifin Novianto, R. Sulistyowati, H. Suryoatmojo

{"title":"Design Of One Phase Inverter 250 Watt Third Harmonic Injection Pulse Width Modulation Method In Mini-Grid Photovoltaic","authors":"H. Sujono, Mohamad Arifin Novianto, R. Sulistyowati, H. Suryoatmojo","doi":"10.1109/ICoSTA48221.2020.1570610962","DOIUrl":"https://doi.org/10.1109/ICoSTA48221.2020.1570610962","url":null,"abstract":"An inverter is an electrical power device that functions to convert DC voltage to AC voltage. The design of this inverter applied the Third Harmonic Injector Pulse Width Modulation (THIPWM) method which was implanted into the Arduino Uno microcontroller to increase the inverter performance by forming the reference signal using the sum of sinusoidal (fundamental) waves with the third harmonic wave. The simulation using PSIM software indicated that with DC voltage input of 267 Volts, the THIPWM method inverter, after passing through the LC filter, AC voltage of 221 Volts could be produced, which could theoretically be implemented. The result of the implementation test showed that the system could only load up to 40 watts, because if the system was loaded with more than 40 watts, the inverter voltage source of the quadratic boost converter would decrease and could not reach 267 Volt and the measurement value of inverter output voltage, according to calculation, had a maximum error of 3.12 percent in every load change.","PeriodicalId":375166,"journal":{"name":"2020 International Conference on Smart Technology and Applications (ICoSTA)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130575258","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

Fault Tolerant Control for Speed Sensorless of DC Motor 直流电机无速度传感器容错控制

2020 International Conference on Smart Technology and Applications (ICoSTA) Pub Date : 2020-02-01 DOI: 10.1109/ICoSTA48221.2020.1570615272

Diyajeng Luluk Karlina, K. Indriawati

{"title":"Fault Tolerant Control for Speed Sensorless of DC Motor","authors":"Diyajeng Luluk Karlina, K. Indriawati","doi":"10.1109/ICoSTA48221.2020.1570615272","DOIUrl":"https://doi.org/10.1109/ICoSTA48221.2020.1570615272","url":null,"abstract":"In electric vehicles, DC motors work like a servo system with a constant sustained motor speed as needed. In this case, speed information is needed so that the speed sensor is installed. However, the installation of the speed sensor has limited resolution and treatment. Thus, it began to develop a method regarding the control system without a sensorless speed sensor using the Observer method. The observer only uses information from the current. Expected in the application of servo motors DC system has never experienced interference. However, interference can occur suddenly, which may affect the course of a system. Interference that can occur on the DC motor is the influence of load torque. The influence of load torque can result in errors. Therefore, the control system is necessary to tolerate errors. The control system is known as fault-tolerant control (FTC). Modeling of DC motor plant is carried out using parametric system identification that is retrieving measurement data using the MS150 DC servo circuit block diagram. The selected controller is the state feedback with the integrator. Adding integrators is useful for reducing steady-state errors. The FTC design requires the use of an extended state observer. While to estimate speed only requires observer without any result estimation errors. Based on the results of the research using the Observer method, it results in actual DC motor speed following the results of speed estimation. For FTC application in the event of load torque in real can maintain the performance of the system is evidenced by the maximum undershoot is 3.04%, the error steady-state and settling time is 2.4% and 6477 ms respectively.","PeriodicalId":375166,"journal":{"name":"2020 International Conference on Smart Technology and Applications (ICoSTA)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134084418","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

Resource Optimization in Heterogeneous Networks Using Discrete Firefly Algorithm 基于离散萤火虫算法的异构网络资源优化

2020 International Conference on Smart Technology and Applications (ICoSTA) Pub Date : 2020-02-01 DOI: 10.1109/ICoSTA48221.2020.1570614132

Khampaserth Xaphakdy, I. Mustika, Fajar Budi Setiawan, Prapto Nugroho

引用次数: 2

A Review on Question Analysis, Document Retrieval and Answer Extraction Method in Question Answering System 问答系统中问题分析、文献检索和答案抽取方法综述

2020 International Conference on Smart Technology and Applications (ICoSTA) Pub Date : 2020-02-01 DOI: 10.1109/ICoSTA48221.2020.1570614175

I. Thalib, Widyawan, I. Soesanti

引用次数: 7

Theta, Alpha and Beta Activity in the Occipital Based on EEG Signals for Mental Fatigue in High School Students 基于脑电信号的高中生脑疲劳枕叶θ、α和β活动

2020 International Conference on Smart Technology and Applications (ICoSTA) Pub Date : 2020-02-01 DOI: 10.1109/ICoSTA48221.2020.1570614141

Agnes Estuning Tyas, Adhi Dharma Wibawa, M. Purnomo

{"title":"Theta, Alpha and Beta Activity in the Occipital Based on EEG Signals for Mental Fatigue in High School Students","authors":"Agnes Estuning Tyas, Adhi Dharma Wibawa, M. Purnomo","doi":"10.1109/ICoSTA48221.2020.1570614141","DOIUrl":"https://doi.org/10.1109/ICoSTA48221.2020.1570614141","url":null,"abstract":"Excessive physical and cognitive activity is believed to be the cause of a person experiencing mental fatigue. Meanwhile, one of the factors that cause acute illness is mental fatigue. Thus mental fatigue has been identified as one of the life-threatening factors in the human population, especially in high school students. In this paper, we use the EEG signal to analyze mental fatigue conditions in the occipital region. We also develop cognitive tasks as stimuli for mental fatigue. Theta, alpha, and beta waves activity from EEG signals are used to compare mental fatigue conditions with normal conditions in each subject. Afterward, the time domain is analyzed using the standard deviation and the mean absolute value (MAV). Meanwhile, the IOWA Fatigue Scale (IFS) questionnaire was used as a subjective reference. Finally, it was found that when the subject suffered mental fatigue an increase in the 2 features of the EEG signal was greater than normal conditions, between the pre-task and post-task in the occipital O1 and O2 channels. In general, an increase in the 2 features of the EEG signal occurs in theta, alpha, and beta waves. From this study by analyzing brain waves in the occipital area, it was concluded that high school students who attend school for approximately 8 hours a day have the potential to experience mental fatigue.","PeriodicalId":375166,"journal":{"name":"2020 International Conference on Smart Technology and Applications (ICoSTA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130526555","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

Android Application for Advanced Security System based on Voice Recognition, Biometric Authentication, and Internet of Things 基于语音识别、生物识别和物联网的高级安全系统Android应用

2020 International Conference on Smart Technology and Applications (ICoSTA) Pub Date : 2020-02-01 DOI: 10.1109/ICoSTA48221.2020.1570615292

F. Afandi, R. Sarno

{"title":"Android Application for Advanced Security System based on Voice Recognition, Biometric Authentication, and Internet of Things","authors":"F. Afandi, R. Sarno","doi":"10.1109/ICoSTA48221.2020.1570615292","DOIUrl":"https://doi.org/10.1109/ICoSTA48221.2020.1570615292","url":null,"abstract":"Nowadays, the smart home automation system has a significant role in makes daily work easier and efficient. Keeping room keys is an obstacle. Therefore many research has been proposed however the lack of a security system makes the automation systems less trustworthy and unreliable, as well as limited control distances. This paper purposes speech recognition to control the door and only registered people can access it.The proposed system uses microcontroller NodeMCU ESP8266 with a wifi connection to control actuators. The android application has features tracking history control menu, real-time monitoring menu, registration menu, and speech recognition control. The system security consists of a login system, biometric authentication, and specific speech command. The system also uses restful API technology and a java programming language for conducting data transactions either android or microcontroller with a database server.The results show a stable response time of 2 seconds for the microcontroller to control the smart home locally and distantly in one city. The system also proves the registration menu, tracking history control and real-time monitoring perform well with 100% success. The 3 levels of security system also have 100% success with each level must have a value true before doing control of the smart home. This level of security proves the application system is not easy to hack by anyone, very reliable and trustworthy.","PeriodicalId":375166,"journal":{"name":"2020 International Conference on Smart Technology and Applications (ICoSTA)","volume":"14 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123214462","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: 3