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2020 International Electronics Symposium (IES)最新文献

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Development of English Conversation Practice App with Artificial Intelligence & Speech Recognition 基于人工智能和语音识别的英语会话练习App开发
Pub Date : 2020-09-01 DOI: 10.1109/IES50839.2020.9231570
Aliv Faizal Muhammad, D. Susanto, Akhmad Alimudin, Zulfikar Ali Rochman, Moh. Hasbi Assidiqi, Salim Nabhan
In the progress of science and technology today, the need to master English becomes very important. English which is an international language has become a part of all aspects of people's lives. So that at an early age, learning has been applied to English. In learning English, there are competencies namely writing, listening, and reading. Currently how to learn reading is often implemented only by saying words or sentences from textbooks. This will cause students to be focused on the material provided and tend to decrease conversation practice with someone directly. In addition, English learning time generally has a smaller portion and costly. Therefore, it needs to be developed a learning medium that is able to provide a way of learning English that simulates conversation directly. It can be accessed anywhere and anytime and minimize the cost of expenditure. Website-based learning can be an alternative. Web-based English learning applications with speech recognition technology was integrated with aritificial intelligence to train students to become active speakers rather than silent readers.
在科技进步的今天,掌握英语的需要变得非常重要。英语作为一种国际语言已经成为人们生活的方方面面的一部分。所以在很小的时候,学习就已经应用到英语中了。在英语学习中,有写作、听力和阅读能力。目前,如何学习阅读往往只是通过说课本上的单词或句子来实现。这将导致学生专注于所提供的材料,并倾向于减少与人直接对话的练习。此外,英语学习时间一般占比较小,费用昂贵。因此,需要开发一种学习媒介,能够提供一种直接模拟对话的学习英语的方式。它可以随时随地访问,并将支出成本降至最低。基于网站的学习是另一种选择。采用语音识别技术的基于网络的英语学习应用程序与人工智能相结合,训练学生成为积极的演讲者,而不是沉默的读者。
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引用次数: 4
Performance Analysis of Turbo Coding Implementation In MIMO Based DVB-T2 System 基于MIMO的DVB-T2系统Turbo编码实现性能分析
Pub Date : 2020-09-01 DOI: 10.1109/IES50839.2020.9231740
Reza Dwi Agustin, I. Astawa, Aries Pratiarso
Digital Video Broadcasting-Second Generation Terrestrial (DVB-T2) has been the most possible solution to implement digital television. It is the developed version of the last system that is known as Digital Video Broadcasting-Terrestrial (DVB-T). DVB-T2 system has superiority in data transmissions reliability with a high point-to-multipoint speeds. The combination of MIMO and OFDM has resulted in a high-speed data transfer system. Yet, a high-speed transmission could cause an Inter-symbol Interference (ISI) as the effect of frequency selective fading channels. In this research, simulation and performance analysis of Turbo Coding implementation on the MIMO-based DVB-T2 system were conducted. This system used the OFDM transmission technique to decrease ISI. The Turbo Code of this system was used as a Forward Error Correction (FEC) that was able to decrease the number of Bit Error Rate (BER). V-BLAST was also implemented as a detector and MMSE as a channel estimator. As a result, the Turbo Code ½ rate and the Turbo Code rate shows a decent performance on the MIMO-based DVB-T2 system. It was shown that the resulted BER was smaller compared to the system with no code.
第二代地面数字视频广播(DVB-T2)已成为实现数字电视最可能的解决方案。它是最后一个系统的发展版本,被称为数字视频广播-地面(DVB-T)。DVB-T2系统具有数据传输可靠性高、点对多点传输速度快的优点。MIMO和OFDM的结合形成了高速数据传输系统。然而,由于频率选择性衰落信道的影响,高速传输会产生码间干扰(ISI)。在本研究中,对基于mimo的DVB-T2系统的Turbo编码实现进行了仿真和性能分析。该系统采用OFDM传输技术来降低码间干扰。该系统的Turbo码被用作前向纠错(FEC),能够降低误码率(BER)。V-BLAST作为检测器实现,MMSE作为信道估计器实现。因此,Turbo Code½速率和Turbo Code速率在基于mimo的DVB-T2系统上显示出不错的性能。结果表明,与没有编码的系统相比,得到的误码率更小。
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引用次数: 1
Implementation of The Introduction of Skin Diseases Based on Augmented Reality 基于增强现实的皮肤病介绍的实现
Pub Date : 2020-09-01 DOI: 10.1109/IES50839.2020.9231615
Akuwan Saleh
Indonesia is a tropical country that has high rainfall. Environmental conditions greatly affect health conditions in humans such as skin health examples. Many people are still confused to identify the skin disease they are suffering from. This has a negative impact on people's lives. In this research, an application is made that is useful for introducing and informing various types of skin diseases with the Convolutional Neural Network (CNN) algorithm and implementation for information in introducing this skin disease using augmented reality (AR). This application is created using the Java programming language and is implemented on smartphones with the Android operating system.From the test results obtained, the classification results obtained when detecting skin diseases get conditions in accordance with or the same as the trained data. At a light intensity of 355 lux, the highest accuracy was obtained for measles skin disease. For the detection of skin diseases using different distances, the optimal distance to get a high accuracy value is the distance of 8 cm.
印度尼西亚是一个雨量充沛的热带国家。环境条件极大地影响人类的健康状况,例如皮肤健康。许多人仍然对自己所患的皮肤病感到困惑。这对人们的生活产生了负面影响。在本研究中,利用卷积神经网络(CNN)算法提出了一种有用的应用程序,用于介绍和告知各种类型的皮肤病,并利用增强现实(AR)实现了介绍这种皮肤病的信息。本应用程序使用Java编程语言创建,并在Android操作系统的智能手机上实现。从得到的测试结果来看,检测皮肤病时得到的分类结果与训练数据一致或相同。在355勒克斯的光强下,麻疹皮肤病的准确度最高。对于不同距离的皮肤病检测,获得较高准确率值的最佳距离为8 cm。
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引用次数: 3
Welcome Message from General Chair of IES 2020 IES 2020大会主席欢迎辞
Pub Date : 2020-09-01 DOI: 10.1109/ies50839.2020.9231522
On behalf of the 22nd International Electronics Symposium (IES) 2020, I would like to welcome you all to this prestigious and high-quality conference. IES is one of the primary IEEE forums in Indonesia for publication and technical exchange of the latest research and innovation and brings together academia and industry to share and evaluate the technology related to Electronic and Computer. In this opportunity, I would like to express my sincere gratitude to our honourable Keynote Speakers, Director of Politeknik Elektronika Negeri Surabaya, IEEE Indonesia Section representative, Advisory Committee, Technical Program Committee, Steering Committee, and Organizing Committee for their support and efforts so that this event can be successfully conducted. This year, IES 2020 is conducted in Surabaya, Indonesia, from September 29-30, 2020, by a virtual conference since Indonesia and all over the world are suffering from the pandemic situation by Covid-19. This situation greatly impacts to our conference and forcing us to obey the IEEE Indonesia Section to conduct the event virtually. As the same as before, IES 2020 also conducts two sub-conferences, namely International Electronics Symposium on Engineering Technology and Applications (IES-ETA) and International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC).
我谨代表第22届国际电子学研讨会(IES) 2020,欢迎大家参加这个享有盛誉的高质量会议。IES是IEEE在印度尼西亚的主要论坛之一,用于最新研究和创新的出版和技术交流,并将学术界和工业界聚集在一起,分享和评估与电子和计算机相关的技术。借此机会,我要衷心感谢我们尊敬的主讲人、印尼泗水理工大学主任、IEEE印尼分会代表、咨询委员会、技术计划委员会、指导委员会和组委会为本次会议的成功举办所做的支持和努力。今年,IES 2020将于2020年9月29日至30日在印度尼西亚泗水举行虚拟会议,因为印度尼西亚和世界各地都受到Covid-19大流行的影响。这种情况对我们的会议产生了很大的影响,并迫使我们服从IEEE印度尼西亚分部的要求,以虚拟方式举办会议。与以往一样,IES 2020还举办了两个分会议,即国际电子工程技术与应用研讨会(IES- eta)和国际电子知识创造与智能计算研讨会(IES- kcic)。
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引用次数: 0
Classification of Ovarian Cysts on Ultrasound Images Using Watershed Segmentation and Contour Analysis 基于分水岭分割和轮廓分析的超声图像卵巢囊肿分类
Pub Date : 2020-09-01 DOI: 10.1109/IES50839.2020.9231695
Anisah Nabilah, R. Sigit, T. Harsono, A. Anwar
Ovarian cyst is a disease that occurs in the uterus of a woman, the method of detection and analysis is carried out by experts by looking at and observing the size of the cyst and the characteristics of the cyst on an ultrasound device. The accuracy of manual ovarian cyst measurement analysis on ultrasound examination results often results in errors, therefore a tool is needed to calculate the size of the cyst and detect the characteristics of the cyst based on the papillary growth in the cyst. Ultrasound image from the hospital as input from the system, then a preprocessing process is carried out to remove noise in the image, the next step is the segmentation process using the watershed method, the segmentation results will be used for feature extraction by detecting cysts and papillary and their sizes using contour analysis with the bounding box method. The extraction feature will be used for cyst classification. This system has an accuracy rate of 97.8%.
卵巢囊肿是发生在女性子宫内的一种疾病,检测和分析的方法是由专家通过在超声设备上观察囊肿的大小和囊肿的特征来进行的。人工卵巢囊肿测量分析对超声检查结果的准确性往往会产生误差,因此需要一种工具来计算囊肿的大小,并根据囊肿内乳头状生长情况来检测囊肿的特征。将医院的超声图像作为系统的输入,然后对图像进行预处理,去除图像中的噪声,下一步是使用分水岭法进行分割,将分割结果用于特征提取,使用边界盒法进行轮廓分析,检测囊肿和乳头及其大小。提取特征将用于囊肿分类。该系统的准确率为97.8%。
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引用次数: 5
Development of a Low-Cost Embedded Flight Controller for Quadcopter 四轴飞行器低成本嵌入式飞行控制器的研制
Pub Date : 2020-09-01 DOI: 10.1109/IES50839.2020.9231564
B. Sumantri, N. Tamami, Yudha Birawa Nuraga, Bagus Kurniawan
Quadcopter has been interesting researchers due to its wide application, such as surveillance, mapping, delivery drone, etc… Developing a low-cost embedded flight controller unit (EFCU) for making the quadcopter autonomous is still challenging problem. In this work, an EFCU is developed based on ARM STM32F103C8T6 microcontroller, the MPU6050 IMU sensor and the HC-SR04 ultrasonic sensor. An PID control strategy is implemented for automatically take-off, landing, and stabilizing control of the quadcopter. The EFCU and PID controller is developed in this work. It is implemented and tested experimentally by providing error on roll and pitch position in 0.71° and 0.68° respectively.
四轴飞行器由于其广泛的应用,如监视、测绘、送货无人机等,一直是研究人员感兴趣的问题。开发一种低成本的嵌入式飞行控制器单元(EFCU)使四轴飞行器自主仍然是一个具有挑战性的问题。本课题以ARM STM32F103C8T6单片机、MPU6050 IMU传感器和HC-SR04超声波传感器为核心,开发了一个EFCU。采用PID控制策略实现四轴飞行器的自动起飞、着陆和稳定控制。本工作主要开发了EFCU和PID控制器。实验结果表明,该方法的横摇和俯仰位置误差分别为0.71°和0.68°。
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引用次数: 5
Corner Detection with 2-D RPLIDAR to Detect Furniture on TCIFFRC Tracks 用二维RPLIDAR检测TCIFFRC轨道上的家具
Pub Date : 2020-09-01 DOI: 10.1109/IES50839.2020.9231648
M. Royhan Iqbal, Ali Husein Alasiry, H. Oktavianto, Adytia Darmawan, Alvin Teguh Budi Antok, Ibnu Kresno Wibowo
Trinity College International Firefighting Robot Contest (TCIFFRC) is a firefighting robot competition organized by Trinity College, United States. In the TCIFFRC track, there are four types of room with different characteristics. When the game starts, the robot can be located in any room with randomly placed tube-shaped obstacles (simulating furniture). The robot must be able to detect those obstacles in order to know its position, so that the robot can go out of the room avoiding the obstacles quickly. The focus of this research is to improve the ability of the robot by using corner detection to detect the furniture correctly so that the robot can know the position of the furniture. The robot in this research is a quadruped robot that has been equipped with a 2-dimensional (2-D) laser range scanner (RPLIDAR A1M8). The experiment results showed that the robot was able to detect the furniture up to 5 meters away with an error of 12.5% and 6.12% for the measured angle and the measured distance, respectively. The success rate of the robot achieved 94.7% in being able to escape from the given room with the furniture.
三一学院国际消防机器人大赛(TCIFFRC)是由美国三一学院举办的消防机器人大赛。在TCIFFRC轨道上,有四种不同特征的房间。当游戏开始时,机器人可以被安置在任意有随机放置的管状障碍物(模拟家具)的房间里。机器人必须能够探测到这些障碍物,以便知道自己的位置,这样机器人才能快速地走出房间,避开障碍物。本研究的重点是提高机器人的能力,通过角检测来正确检测家具,使机器人能够知道家具的位置。本研究中的机器人是一个四足机器人,配备了二维(2-D)激光距离扫描仪(RPLIDAR A1M8)。实验结果表明,机器人能够检测到5米远的家具,测量角度和测量距离的误差分别为12.5%和6.12%。机器人的成功率达到94.7%,能够逃离给定的房间与家具。
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引用次数: 1
Interactive Applied Graph Chatbot with Semantic Recognition 具有语义识别的交互式应用图聊天机器人
Pub Date : 2020-09-01 DOI: 10.1109/IES50839.2020.9231678
M. T. Fiddin Al Islami, Ali Ridho Barakbah, T. Harsono
Companies and small medium businesses (UMKM) need to interact with customers to increase their customer retention rate. One of the ways is to use chatbot. Aside from being cost-effective, this method is also very effective and very easy for companies to use. To make an easy and effective chatbot requires a combination of two scientific fields, artificial intelligence and software engineering. This study has the following features. 1) Affective sentiment analysis, this feature is inspired by Russel’s Circumplex Model. Adjective words will be mapped in a matrix with values based on the Russell Circumplex Model. This model will pay attention on the adjective words, polarity, and affection degree of a sentence. 2) Conjunction sentiment analysis, consider of free way of interaction nowdays, a sentiment analysis system need to determine the sentiment value in multilevel sentences. This multilevel sentence has one or more conjunctions. This conjunction sentiment system will break sentences based on conjunction. The fractional sentence will be processed by affective sentiment analysis. The system then considers the nature of the conjunction to determine the sentiment of the whole sentence. 3) Graph Chatbot, this feature is used to make it easy for companies to modify and generate their bots. This bot will interact with customers like humans, based on a graph chat map that has been created. Chatbot graphs were developed using javascript library Vue js to make it easier to manipulate the visual graph. The system produces satisfying accuracy. Graph chatbot can handle procedural conversations very well. The flow of conversation in accordance with the graph that has been defined. Graph chatbot has 100% accuracy and successfully responds to all user conversations. The sentiment method has 63% accuracy.
公司和中小型企业(UMKM)需要与客户互动,以提高他们的客户保留率。其中一种方法是使用聊天机器人。除了具有成本效益外,这种方法对公司来说也是非常有效和容易使用的。要制造一个简单有效的聊天机器人,需要人工智能和软件工程这两个科学领域的结合。本研究具有以下特点。1)情感分析(Affective sentiment analysis),这一特性的灵感来源于russell的Circumplex Model。形容词将被映射到一个矩阵中,矩阵的值基于Russell Circumplex模型。这个模型会关注句子的形容词、极性和情感程度。2)关联情感分析,考虑到现在自由交互的方式,情感分析系统需要确定多层次句子中的情感值。这个多层句子有一个或多个连词。该连词情感系统将基于连词来断句。分句将被情感情感分析处理。然后系统考虑连词的性质来确定整个句子的情感。3)图形聊天机器人,这个功能是用来让公司更容易修改和生成他们的机器人。这个机器人将基于已经创建的图形聊天地图,像人类一样与客户互动。聊天机器人图形是使用javascript库Vue js开发的,这样可以更容易地操作可视化图形。该系统产生了令人满意的精度。图形聊天机器人可以很好地处理程序对话。按照已定义的图形的对话流。图形聊天机器人具有100%的准确率,并成功响应所有用户对话。情感方法的准确率为63%。
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引用次数: 0
Sifte-Math, A Sifteo based Mathematics Assessment Serious Game for Deaf Children 一款基于Sifteo的聋儿数学评估严肃游戏
Pub Date : 2020-09-01 DOI: 10.1109/IES50839.2020.9231578
Febi Nur Salsabila, Umi Laili Yuhana, E. M. Yuniarno, M. Purnomo
The limitations of deaf children in language lead to the delay progress in teaching and learning process of deaf children compared to normal children, especially in mathematics. This also made teacher hard to understand to what extent the deaf students understand the lesson taught by teacher. Using the advantage of serious game which can help motivate students, this research used Sifte-math, a Sifteo based serious game to test the ability of deaf students in basic mathematics lesson for elementary school, hoping that the game can be an alternative tool for assessment. Sifte-Math was tested on seven students in a school for disabled children in Surabaya, Indonesia. Six from seven students who tested the game responded with enjoy playing the game. Four of them said they prefer to use Sifte-Math as their assessment tools instead of paper and pen, while one student prefers the basic paper and pen, and the other two students prefer both.
聋儿在语言方面的局限性导致他们在教与学的过程中比正常儿童进步缓慢,特别是在数学方面。这也让老师很难理解聋哑学生在多大程度上理解了老师所讲的课。本研究利用严肃游戏有助于激励学生的优势,利用基于Sifteo的严肃游戏Sifte-math对小学失聪学生基础数学课的能力进行测试,希望该游戏能成为另一种评估工具。在印度尼西亚泗水的一所残疾儿童学校,对七名学生进行了筛数学测试。参与测试的7名学生中有6人表示喜欢玩游戏。其中四名学生表示,他们更喜欢使用sift - math作为评估工具,而不是纸和笔,而一名学生更喜欢基本的纸和笔,另外两名学生更喜欢两者。
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引用次数: 0
Exploring Challenges of Online Learning Activity in Politeknik Elektronika Negeri Surabaya at The Beginning of Covid-19 Outbreak 探索新冠肺炎疫情初期泗水理工大学在线学习活动的挑战
Pub Date : 2020-09-01 DOI: 10.1109/IES50839.2020.9231918
Halimatus Sa’dyah, A. Basuki
In this paper, we explore potential challenges of online learning activity in Politeknik Elektronika Negeri Surabaya at the beginning of Covid-19 outbreak. We start our exploration from performance phase to self-reflective phase according to Zimmerman’s learning phase. There are three challenge that could be defined from the exploration. First challenge is about how to cultivates ask-for-help culture for students so that students could understand their learning resources well. Second challenge is about how to cultivate learning journey sharing so that students could have a lot of exposure to learning resources that easier to understand. Third challenge is about how to cultivate self-reflective habit for students so that the students could have awareness to improve their learning method and get better learning outcome.
在本文中,我们探讨了在2019冠状病毒病爆发之初,泗水理工大学电子技术学院在线学习活动的潜在挑战。我们根据齐默尔曼的学习阶段,从表现阶段到自我反思阶段开始探索。从探索中可以定义三个挑战。第一个挑战是如何培养学生的求助文化,让学生更好地了解自己的学习资源。第二个挑战是如何培养学习过程的分享,让学生接触到更多更容易理解的学习资源。第三个挑战是如何培养学生的自我反思习惯,使学生有意识去改进自己的学习方法,获得更好的学习效果。
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引用次数: 1
期刊
2020 International Electronics Symposium (IES)
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