2021 17th International Conference on Quality in Research (QIR): International Symposium on Electrical and Computer Engineering最新文献_第3页

Feasibility Study of LTE Network Implementation on Working Frequency 700 MHz, 2100 MHz, and 2300 MHz in Indonesia 印度尼西亚700 MHz、2100 MHz和2300 MHz工作频率LTE网络实施可行性研究

2021 17th International Conference on Quality in Research (QIR): International Symposium on Electrical and Computer Engineering Pub Date : 2021-10-13 DOI: 10.1109/QIR54354.2021.9716205

Feralia Fitri, R. Munadi, N. Adriansyah

{"title":"Feasibility Study of LTE Network Implementation on Working Frequency 700 MHz, 2100 MHz, and 2300 MHz in Indonesia","authors":"Feralia Fitri, R. Munadi, N. Adriansyah","doi":"10.1109/QIR54354.2021.9716205","DOIUrl":"https://doi.org/10.1109/QIR54354.2021.9716205","url":null,"abstract":"The increasing density of data traffic leads to an increase in the demand for telecommunication services. Therefore, in this study, the LTE network expansion was carried out using a choice of frequencies of 700 MHz, 2100 MHz, and 2300 MHz. The analysis was carried out from the technical, economic, and sensitivity aspects. Sensitivity analysis was used to determine the minimum ARPU for each candidate frequency. This research was conducted using a case study of the city of Yogyakarta. Based on the simulation results, the average RSRP values for the three candidate frequencies are in the very good range. The SINR values for the three candidate frequencies are in the normal category and the throughput values are in the very good category. The techno-economic calculations of IRR, NPV and payback period for the frequencies of 2100 MHz and 2300 are included in a feasible business, while at a frequency of 700 MHz it is not feasible to do so. The results of the sensitivity analysis show that the frequency of 2300 MHz is a feasible frequency to be implemented for LTE networks with the minimum ARPU and the minimum number of users. This research can be used for the operator as a consideration for the implementation of other frequencies on LTE networks.","PeriodicalId":446396,"journal":{"name":"2021 17th International Conference on Quality in Research (QIR): International Symposium on Electrical and Computer Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129423154","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

Design Study of The Effect of Cover Addition on Eddy Current Brake Type Half Circle Slotted: A Computational Approach 加盖对涡流制动型半圆开槽影响的设计研究:一种计算方法

2021 17th International Conference on Quality in Research (QIR): International Symposium on Electrical and Computer Engineering Pub Date : 2021-10-13 DOI: 10.1109/QIR54354.2021.9716179

Dhanu Pramandita, U. Ubaidillah, M. Nizam, M. Putra

{"title":"Design Study of The Effect of Cover Addition on Eddy Current Brake Type Half Circle Slotted: A Computational Approach","authors":"Dhanu Pramandita, U. Ubaidillah, M. Nizam, M. Putra","doi":"10.1109/QIR54354.2021.9716179","DOIUrl":"https://doi.org/10.1109/QIR54354.2021.9716179","url":null,"abstract":"The innovation of braking using the Eddy Current Brake (ECB) system needs to be developed to support the braking system in this era. This study discussed the ECB braking system by utilizing electromagnet. This study aimed to analyze the relationship between the braking torque value produced and the effect of cover added on the performance of the ECB braking system. This study used the Finite Element Method (FEM) in the process of modeling the ECB system with variations in the ECB braking systems without the use of cover, with covers made of pertinax material, and covers made of aluminum at rotary speed variations of 150, 300, 450, 600, and 750 rpm. The results of this study showed that the highest braking torque value produced by a variation without using a cover was 59.81 Nm at a rotary speed of 450 rpm and the lowest braking torque value produced by a variation using a cover made of pertinax material was 32.52 Nm at a rotary speed of 150 rpm. The results of this study showed that the addition of cover materials affected the value of braking torque produced by the ECB system although the value was insignificant.","PeriodicalId":446396,"journal":{"name":"2021 17th International Conference on Quality in Research (QIR): International Symposium on Electrical and Computer Engineering","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128733958","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

Design of an Affordable IoT-Based Monitoring System for Versatile Application in Machine Tool 基于物联网的多功能机床监控系统设计

2021 17th International Conference on Quality in Research (QIR): International Symposium on Electrical and Computer Engineering Pub Date : 2021-10-13 DOI: 10.1109/QIR54354.2021.9716199

Muhamad Aditya Royandi, J. Hung

引用次数: 1

Object Detection System for Self-Checkout Cashier System Based on Faster Region-Based Convolution Neural Network and YOLO9000 基于更快区域卷积神经网络和YOLO9000的自助收银系统目标检测系统

2021 17th International Conference on Quality in Research (QIR): International Symposium on Electrical and Computer Engineering Pub Date : 2021-10-13 DOI: 10.1109/QIR54354.2021.9716200

M. Ariyanto, Prima Dewi Purnamasari

{"title":"Object Detection System for Self-Checkout Cashier System Based on Faster Region-Based Convolution Neural Network and YOLO9000","authors":"M. Ariyanto, Prima Dewi Purnamasari","doi":"10.1109/QIR54354.2021.9716200","DOIUrl":"https://doi.org/10.1109/QIR54354.2021.9716200","url":null,"abstract":"This paper will discuss an alternative to replace barcodes in the form of object detection based on deep learning which reads the overall feature of an object, so defects and irregularly shaped products do not hinder the reading of the product in processing purchases. Two deep learning-based object detection models, Faster Regional Convolutional Neural Network (Faster R-CNN) and You Only Look Once 9000 (YOLO9000), were tested for their performance in the training phase and real-time implementation. The result of training phase testing shows that the Faster R-CNN model is more accurate and efficient with an mAP of 88.2%, a training time of 1175.6 seconds/epoch, and memory usage of 1.611 GB. The result of the real-time testing of the model shows that Faster RCNN has a high accuracy of 67.1%, but YOLO9000 has a very fast prediction speed of 0.023 seconds/frame. The result of simulation testing shows that YOLO9000 can read products at a speed of 67.40 seconds which is comparable to the speed of a barcode scanner-based cash register that can read products at a speed of 65.77 seconds.","PeriodicalId":446396,"journal":{"name":"2021 17th International Conference on Quality in Research (QIR): International Symposium on Electrical and Computer Engineering","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126678135","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

Ethereum Price Prediction Comparison Using k-NN and Multiple Polynomial Regression 基于k-NN和多元多项式回归的以太坊价格预测比较

2021 17th International Conference on Quality in Research (QIR): International Symposium on Electrical and Computer Engineering Pub Date : 2021-10-13 DOI: 10.1109/QIR54354.2021.9716169

Nova Kristian, Fikri Adzikri, M. Rizkinia

{"title":"Ethereum Price Prediction Comparison Using k-NN and Multiple Polynomial Regression","authors":"Nova Kristian, Fikri Adzikri, M. Rizkinia","doi":"10.1109/QIR54354.2021.9716169","DOIUrl":"https://doi.org/10.1109/QIR54354.2021.9716169","url":null,"abstract":"Machine learning (ML) algorithms have been widely used to predict future financial trends. It has become a tool for predicting future trends based on what is known beforehand. Like other financial stock markets, cryptocurrency has become a new sensation and challenge for investors to predict its behaviour. However, unlike other financial instruments, cryptocurrency has been renowned because of the difficulty to predict the price due to its volatility behaviour that changes so rapidly and since there is no fundamental economy for its value. This paper presents a performance comparison of two ML algorithms in predicting Ethereum price with non-time series analysis, which are k- Nearest Neighbors (k-NN) and multiple polynomial regression (MPR). The experiment used independent variables from related real-world economic fundamentals such as Dow Jones Index, gold price, oil price, and Ethereum volume. The experiment data was collected from the records from April 2017 until April 2021. For each algorithm, several methods of preprocessing data were used to match all independent data with the dependent data. Three different preprocessing scenarios were also used to find the maximum accuracy model. scenario 1 (feature selection based on correlation matrix), scenario 2 (feature selection based on correlation with the dependent variables and among independent variables), and scenario 3 (scenario 1 extracted with PCA). The performance of the compared methods was evaluated by using MSE and MAE. From the experiment, a comparison of results using two different models with k-NN and multiple polynomial regression is obtained. It is found that k-NN with a hyperparameter K = 2 have the best prediction with MSE = 449.032 and MAE = 14.282 compared with multiple polynomial regression with the best MSE = 13953.96 and MAE = 84.923.","PeriodicalId":446396,"journal":{"name":"2021 17th International Conference on Quality in Research (QIR): International Symposium on Electrical and Computer Engineering","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130638905","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

Performance Analysis of YOLOv4 and SSD Mobilenet V2 for Foreign Object Debris (FOD) Detection at Airport Runway Using Custom Dataset 基于自定义数据集的YOLOv4和SSD Mobilenet V2机场跑道异物碎片(FOD)检测性能分析

2021 17th International Conference on Quality in Research (QIR): International Symposium on Electrical and Computer Engineering Pub Date : 2021-10-13 DOI: 10.1109/QIR54354.2021.9716186

Muhammad Reza Fairuzi, F. Zulkifli

{"title":"Performance Analysis of YOLOv4 and SSD Mobilenet V2 for Foreign Object Debris (FOD) Detection at Airport Runway Using Custom Dataset","authors":"Muhammad Reza Fairuzi, F. Zulkifli","doi":"10.1109/QIR54354.2021.9716186","DOIUrl":"https://doi.org/10.1109/QIR54354.2021.9716186","url":null,"abstract":"Indonesia is a country that has heavy air traffic every day. Therefore, safety is a very important thing to pay attention to, one of them is the runway safety. The runway is an important component in aviation activities because aircraft use it for takeoff and landing. Foreign objects or FOD (Foreign Object Debris) could appear on the runway which can cause damage to the aircraft and may result in an accident. Therefore, we need a security system that can detect foreign objects in real-time. One approach that can be done is to use Computer Vision technology by using a camera. This method utilizes Artificial Intelligence (AI) technology for FOD detection. Various methods or algorithms have been developed for Computer Vision, SSD and YOLO are the most frequently used methods for real-time detection because of their high FPS and accuracy performance. Where in this study it was found that SSD MobileNet V2 can reach up to 12 FPS with mAP 0.5 value of 86.8% and for YOLOv4 can reach up to 31 FPS with mAP 0.5 value of 98.73%.","PeriodicalId":446396,"journal":{"name":"2021 17th International Conference on Quality in Research (QIR): International Symposium on Electrical and Computer Engineering","volume":"42 11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115876080","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

Responsivity Calibration of Terahertz Pyroelectric Detector Based on Blackbody Radiator 基于黑体辐射体的太赫兹热释电探测器响应度标定

2021 17th International Conference on Quality in Research (QIR): International Symposium on Electrical and Computer Engineering Pub Date : 2021-10-13 DOI: 10.1109/QIR54354.2021.9716160

A. P. Aji, H. Satoh, C. Apriono, E. Rahardjo, H. Inokawa

引用次数: 1

Noise Filtering in the Output of Photodetector to Enhance the Performance of Optical Relaying Networks on FSO communications 光电探测器输出噪声滤波提高光中继网络FSO通信性能

2021 17th International Conference on Quality in Research (QIR): International Symposium on Electrical and Computer Engineering Pub Date : 2021-10-13 DOI: 10.1109/QIR54354.2021.9716176

U. Darusalam, P. Priambodo, E. Rahardjo

{"title":"Noise Filtering in the Output of Photodetector to Enhance the Performance of Optical Relaying Networks on FSO communications","authors":"U. Darusalam, P. Priambodo, E. Rahardjo","doi":"10.1109/QIR54354.2021.9716176","DOIUrl":"https://doi.org/10.1109/QIR54354.2021.9716176","url":null,"abstract":"The optical relaying networks (ORN) on free-space optical (FSO) communications give beneficial prospect in the development to reach the last mile users in the order of tenth kilometer. However, the ORN on FSO that is configured in many nodes of transmission has a major drawback. This major problem is risen by the induce of turbulence effects in every node that degrades the performance of system. In this work, the reception of signal by the receiver system in the ORN on FSO is investigated. We propose a method of noise filtering in the output of photodetector in order to enhance the performance of system. The proposed method is intended to enhance the performance for application of wavelength division multiplexing signal on the ORN on FSO. Four types of filters are investigated which are Gaussian-, Butterworth-, Bessel-and Chebyshev-filter. Two modulation formats of signal also implemented which are non-return to zero and return to zero. From the results of simulation, noise filtering through low-pass filter in the output of photodetector has the capability to improve the performance of bit-error-rate (BER) in the range value of 101 to 10-3 in comparison with non-filtering setup.","PeriodicalId":446396,"journal":{"name":"2021 17th International Conference on Quality in Research (QIR): International Symposium on Electrical and Computer Engineering","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125407135","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

Human-Interface Approach Towards Multi-Agent System Field Optimization 面向多智能体系统现场优化的人机界面方法

2021 17th International Conference on Quality in Research (QIR): International Symposium on Electrical and Computer Engineering Pub Date : 2021-10-13 DOI: 10.1109/QIR54354.2021.9716196

Ihsan Ibrahim, A. A. P. Ratna, Naoki Fukuta

{"title":"Human-Interface Approach Towards Multi-Agent System Field Optimization","authors":"Ihsan Ibrahim, A. A. P. Ratna, Naoki Fukuta","doi":"10.1109/QIR54354.2021.9716196","DOIUrl":"https://doi.org/10.1109/QIR54354.2021.9716196","url":null,"abstract":"There were still some issues regarding human-interface occurred in multi-agent field or artificial intelligence. In general, due to the rapid advancement of technology into more interactive and intelligent, better human-interface improved the needs of multi-agent systems and artificial intelligence for more use of technologies that can help solve human problems. Vice versa, the human-interface could be improved and eased by using multi-agent or artificial intelligence. In the future aspect, there is also a prospect from the perspective that the human-interface itself could be used to improve the multi-agent or artificial intelligence’s internal process. It needs a learning process as a part of their life cycle to achieve the end goal. It could be a more efficient way to give the agent or the AI some knowledge to choose what is best or meaningful for its next generation of learning. This improvement concept hopes can reduce the duration of the learning process and cut the computation cost of the processing. In this paper, we would explain about the related issues of human-interface aspect in the multi-agent or artificial intelligence field that we got into a study as the specific works of this research into the discussion.","PeriodicalId":446396,"journal":{"name":"2021 17th International Conference on Quality in Research (QIR): International Symposium on Electrical and Computer Engineering","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126670082","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

Design of Cross and Square Slot with Beamforming for Microstrip Reflectarray Antenna at 28 GHz 28 GHz微带反射天线十字槽和方槽波束形成设计

2021 17th International Conference on Quality in Research (QIR): International Symposium on Electrical and Computer Engineering Pub Date : 2021-10-13 DOI: 10.1109/QIR54354.2021.9716194

A. Ramadhani, A. Firdausi, Umaisaroh Umaisaroh, M. Alaydrus

{"title":"Design of Cross and Square Slot with Beamforming for Microstrip Reflectarray Antenna at 28 GHz","authors":"A. Ramadhani, A. Firdausi, Umaisaroh Umaisaroh, M. Alaydrus","doi":"10.1109/QIR54354.2021.9716194","DOIUrl":"https://doi.org/10.1109/QIR54354.2021.9716194","url":null,"abstract":"The improvement of wireless communication is in line with the need for data transfer speed. The requirement of high capacity, big coverage, low energy consumption, and affordable equipment is urgently need. A high gain microstrip antenna is required. One of the suitable designs is using reflectarray antenna. Reflectarray has been researched to arrange the phase distribution by adjusting the unit cell elements. Moreover, by applying beamforming technique, the focusing beam direction of the antenna can be improved. This paper aims a design of a reflectarray antenna with beamforming that for 28 GHz frequency. The reflectarray antenna unit cell model consists of a square patch with cross and square slot. A complete reflectarray consisting of $7 times 7$ unit cells is simulated with a horn antenna feed. The simulation results show a gain of 19.33 dB with a power shift about 6 dB when compared to the measurement results. For the beamforming direction in the horizontal and vertical radiation pattern, a shift of about 6° is seen. If the beamforming simulation results are seen at a position of 24°, then the beamforming measurement results are at a position of 30°.","PeriodicalId":446396,"journal":{"name":"2021 17th International Conference on Quality in Research (QIR): International Symposium on Electrical and Computer Engineering","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115780350","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