首页 > 最新文献

2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)最新文献

英文 中文
Smart Irrigation Systems: Soil Monitoring and Disease Detection for Precision Agriculture 智能灌溉系统:精准农业的土壤监测和疾病检测
Pub Date : 2022-06-01 DOI: 10.1109/iemtronics55184.2022.9795747
Premsai Peddi, Anuragh Dasgupta, Vilas H. Gaidhane
Smart farming is an evolving concept in the field of information and communications technology. In this, the IoT sensors and image processing is used to establish transparent mechanisms of feedback about the growth and productivity of crops and the environmental surrounding conditions. In this paper, the solution of the aforementioned problem statement in the form of an accountable live information system of the cultivated crops to yield efficiency has been presented. The feedback mechanism consists of monitoring parameters like temperature, humidity, weather, soil and crop moisture, crop health, etc. It provides the information between the planting phase and the harvesting phase to facilitate soil management and climate forecasting in real time. The proposed paper suggests the use of an open data platform, namely Adafruit IO, for visualizing and analyzing real-time in the IoT integrated system. Further, image processing approach has been used for crop remotely health monitoring for 2 widespread diseases namely, Glomeralla Cingulata and Phaeoisariopsis Bataticola. Owing to the economical nature and the ergonomic design of the proposed system, it has the feasibility of being implemented on a large scale in water scarce economies aiming to build a sustainable smart farming infrastructure by automating existing irrigation systems.
智能农业是信息和通信技术领域一个不断发展的概念。在这个过程中,物联网传感器和图像处理被用来建立透明的机制,反馈作物的生长和生产力以及周围的环境条件。本文提出了以可问责的作物生产效率实时信息系统的形式解决上述问题的方案。反馈机制包括温度、湿度、天气、土壤和作物水分、作物健康等监测参数。它提供了种植阶段和收获阶段之间的信息,便于土壤管理和实时气候预报。本文建议在物联网集成系统中使用开放数据平台Adafruit IO进行实时可视化和分析。此外,还将图像处理方法应用于两种广泛存在的作物病害(即带状肾小球病和褐藻病)的远程健康监测。由于所提出系统的经济性和人体工程学设计,它具有在缺水经济体大规模实施的可行性,旨在通过自动化现有灌溉系统建立可持续的智能农业基础设施。
{"title":"Smart Irrigation Systems: Soil Monitoring and Disease Detection for Precision Agriculture","authors":"Premsai Peddi, Anuragh Dasgupta, Vilas H. Gaidhane","doi":"10.1109/iemtronics55184.2022.9795747","DOIUrl":"https://doi.org/10.1109/iemtronics55184.2022.9795747","url":null,"abstract":"Smart farming is an evolving concept in the field of information and communications technology. In this, the IoT sensors and image processing is used to establish transparent mechanisms of feedback about the growth and productivity of crops and the environmental surrounding conditions. In this paper, the solution of the aforementioned problem statement in the form of an accountable live information system of the cultivated crops to yield efficiency has been presented. The feedback mechanism consists of monitoring parameters like temperature, humidity, weather, soil and crop moisture, crop health, etc. It provides the information between the planting phase and the harvesting phase to facilitate soil management and climate forecasting in real time. The proposed paper suggests the use of an open data platform, namely Adafruit IO, for visualizing and analyzing real-time in the IoT integrated system. Further, image processing approach has been used for crop remotely health monitoring for 2 widespread diseases namely, Glomeralla Cingulata and Phaeoisariopsis Bataticola. Owing to the economical nature and the ergonomic design of the proposed system, it has the feasibility of being implemented on a large scale in water scarce economies aiming to build a sustainable smart farming infrastructure by automating existing irrigation systems.","PeriodicalId":442879,"journal":{"name":"2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133088636","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
Machine Learning Performances for Covid-19 Images Classification based Histogram of Oriented Gradients Features 基于定向梯度特征直方图的Covid-19图像分类的机器学习性能
Pub Date : 2022-06-01 DOI: 10.1109/iemtronics55184.2022.9795854
Y. Jusman, Wikan Tyassari, Difa Nisrina, Fahrul Galih Santosa, Nugroho Abdi Prayitno
Coronavirus disease (Covid-19) is an infectious disease that attacks the respiratory area caused by the severe acute respiratory syndrome (SARS-CoV-2) virus. According to the World Health Organization (WHO) as of April 2022, there were more than 500 million cases of Covid-19, and 6 million of them died. One of the tools to detect Covid-19 disease is using X-ray images. Digital X-ray images implementation can be developed classification method using machine learning. By using machine learning, the diagnosis of this disease can be faster. This study applied a features extraction method using the Histogram of Oriented Gradients (HOG) algorithm and the Linear Support Vector Machine (SVM), K-Nearest Neighbor (KNN) Medium and Decision Tree (DT) Coarse Tree classification methods. The study can be used in the diagnosis of Covid-19 disease. The best method among the classification methods is features extraction from HOG algorithm and DT Coarse Tree. The highest values of accuracy, precision, recall, specificity, and F-score were 83.67%, 96.30%, 78.79%, 98.25, and 76.48%.
冠状病毒病(Covid-19)是由严重急性呼吸系统综合征(SARS-CoV-2)病毒引起的一种侵袭呼吸道的传染病。根据世界卫生组织(WHO)的数据,截至2022年4月,全球有超过5亿例新冠肺炎病例,其中600万人死亡。检测Covid-19疾病的工具之一是使用x射线图像。数字x射线图像实现可以利用机器学习开发分类方法。通过使用机器学习,这种疾病的诊断可以更快。本研究采用了一种基于定向梯度直方图(HOG)算法和线性支持向量机(SVM)、k近邻(KNN)介质和决策树(DT)粗树分类方法的特征提取方法。该研究可用于新冠肺炎的诊断。其中最好的分类方法是HOG算法和DT粗树的特征提取。正确率、精密度、召回率、特异性和f评分的最高值分别为83.67%、96.30%、78.79%、98.25和76.48%。
{"title":"Machine Learning Performances for Covid-19 Images Classification based Histogram of Oriented Gradients Features","authors":"Y. Jusman, Wikan Tyassari, Difa Nisrina, Fahrul Galih Santosa, Nugroho Abdi Prayitno","doi":"10.1109/iemtronics55184.2022.9795854","DOIUrl":"https://doi.org/10.1109/iemtronics55184.2022.9795854","url":null,"abstract":"Coronavirus disease (Covid-19) is an infectious disease that attacks the respiratory area caused by the severe acute respiratory syndrome (SARS-CoV-2) virus. According to the World Health Organization (WHO) as of April 2022, there were more than 500 million cases of Covid-19, and 6 million of them died. One of the tools to detect Covid-19 disease is using X-ray images. Digital X-ray images implementation can be developed classification method using machine learning. By using machine learning, the diagnosis of this disease can be faster. This study applied a features extraction method using the Histogram of Oriented Gradients (HOG) algorithm and the Linear Support Vector Machine (SVM), K-Nearest Neighbor (KNN) Medium and Decision Tree (DT) Coarse Tree classification methods. The study can be used in the diagnosis of Covid-19 disease. The best method among the classification methods is features extraction from HOG algorithm and DT Coarse Tree. The highest values of accuracy, precision, recall, specificity, and F-score were 83.67%, 96.30%, 78.79%, 98.25, and 76.48%.","PeriodicalId":442879,"journal":{"name":"2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124895387","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
Hand Exoskeletons for Rehabilitation: A Systematic Review 手外骨骼康复:系统综述
Pub Date : 2022-06-01 DOI: 10.1109/iemtronics55184.2022.9795786
Deyby Huamanchahua, Pedro Toledo-Garcia, Jack Aguirre, Sayda Huacre
Medical conditions and accidents can cause immobility in certain parts of the body such as the upper extremities. To help people in the rehabilitation process, various robotic devices have been designed, such as exoskeletons; however, they have limited features that did not achieve optimal performance. This article presents a systematic review of the design of hand exoskeletons applied to rehabilitation. The goal is to provide the researcher with a structured matrix of features and components for the development of a much more efficient hand exoskeleton. Different databases and specialized search engines were used because they helped in the collection of information from the different investigations from the year 2019 to 2021. Filtering and selection of the investigations were carried out, so in the end, only 33 investigations were selected. Finally, it is concluded that there is the possibility of improvement in the development of hand exoskeletons that contribute to the rehabilitation process.
医疗状况和事故可能导致身体某些部位(如上肢)无法活动。为了帮助人们在康复过程中,各种机器人设备已经被设计出来,比如外骨骼;然而,它们的功能有限,无法实现最佳性能。本文介绍了应用于康复的手外骨骼设计的系统综述。目标是为研究人员提供一个结构化的特征和组件矩阵,以开发更高效的手外骨骼。之所以使用不同的数据库和专门的搜索引擎,是因为它们有助于收集2019年至2021年不同调查的信息。对调查进行了筛选和选择,最终只选择了33个调查。最后,我们得出结论,有可能改善手外骨骼的发展,有助于康复过程。
{"title":"Hand Exoskeletons for Rehabilitation: A Systematic Review","authors":"Deyby Huamanchahua, Pedro Toledo-Garcia, Jack Aguirre, Sayda Huacre","doi":"10.1109/iemtronics55184.2022.9795786","DOIUrl":"https://doi.org/10.1109/iemtronics55184.2022.9795786","url":null,"abstract":"Medical conditions and accidents can cause immobility in certain parts of the body such as the upper extremities. To help people in the rehabilitation process, various robotic devices have been designed, such as exoskeletons; however, they have limited features that did not achieve optimal performance. This article presents a systematic review of the design of hand exoskeletons applied to rehabilitation. The goal is to provide the researcher with a structured matrix of features and components for the development of a much more efficient hand exoskeleton. Different databases and specialized search engines were used because they helped in the collection of information from the different investigations from the year 2019 to 2021. Filtering and selection of the investigations were carried out, so in the end, only 33 investigations were selected. Finally, it is concluded that there is the possibility of improvement in the development of hand exoskeletons that contribute to the rehabilitation process.","PeriodicalId":442879,"journal":{"name":"2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129370748","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
Probing the states around the charge neutrality point of reduced graphene oxide with time-resolved gated Kelvin Probe Force Microscopy 用时间分辨门控开尔文探针力显微镜探测还原氧化石墨烯电荷中性点周围的状态
Pub Date : 2022-06-01 DOI: 10.1109/iemtronics55184.2022.9795805
R. S, S. Dutta, D. Ray
In this work, we performed gated Kelvin Probe Force Microscopy on reduced graphene oxide thin-film transistors with time transient. This enabled us to probe the electronic density of states around the charge neutrality point in reduced graphene oxide thin film. The charge neutrality point is of significance to know the nature of the intrinsic doping of the thin film and the switching of the majority carriers in the transistor devices. We measured the transfer characteristics of the reduced graphene oxide transistor devices to estimate the intrinsic charge neutrality point. The results were in good agreement with the time-resolved gated surface potential measurements obtained using Kelvin probe force microscopy. We propose that gated time-resolved measurement of these semi-metals can be an effective tool to study the nature of electronic states.
在这项工作中,我们对具有时间瞬态的还原氧化石墨烯薄膜晶体管进行了门控开尔文探针力显微镜。这使我们能够探测还原氧化石墨烯薄膜中电荷中性点周围的电子密度。电荷中性点对了解薄膜的本征掺杂性质和晶体管器件中多数载流子的开关具有重要意义。我们测量了还原氧化石墨烯晶体管器件的转移特性,以估计本征电荷中性点。实验结果与开尔文探针力显微镜测得的时间分辨门控表面电位结果一致。我们提出门控时间分辨测量这些半金属可以成为研究电子态性质的有效工具。
{"title":"Probing the states around the charge neutrality point of reduced graphene oxide with time-resolved gated Kelvin Probe Force Microscopy","authors":"R. S, S. Dutta, D. Ray","doi":"10.1109/iemtronics55184.2022.9795805","DOIUrl":"https://doi.org/10.1109/iemtronics55184.2022.9795805","url":null,"abstract":"In this work, we performed gated Kelvin Probe Force Microscopy on reduced graphene oxide thin-film transistors with time transient. This enabled us to probe the electronic density of states around the charge neutrality point in reduced graphene oxide thin film. The charge neutrality point is of significance to know the nature of the intrinsic doping of the thin film and the switching of the majority carriers in the transistor devices. We measured the transfer characteristics of the reduced graphene oxide transistor devices to estimate the intrinsic charge neutrality point. The results were in good agreement with the time-resolved gated surface potential measurements obtained using Kelvin probe force microscopy. We propose that gated time-resolved measurement of these semi-metals can be an effective tool to study the nature of electronic states.","PeriodicalId":442879,"journal":{"name":"2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129518093","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
Employing Nonlinear Model based PI like Controller for the Time Varying System 基于非线性模型的时变系统类PI控制器
Pub Date : 2022-06-01 DOI: 10.1109/iemtronics55184.2022.9795828
Samrat Banerjee, Atanu Panda, Indrajit Pandey, P. Bhowmick
This work outlines an adaptive non-linear model-based PI like control scheme for the spherical tank level system. The efficiency of the model-based PI like control law is implemented by conducting simulation studies on the spherical tank system. The servo compliance with above said control problem exhibit satisfactory performances. Simultaneously, model state(s) and the influential model parameter(s) were estimated using unscented Kalman filter algorithm and the updated state values of the process model were employed to derive the control strategy. From the effective analysis, it has been observed that the model-based PI like control scheme utilizing non-linear Kalman filter strategy offers better performance over the traditional non-linear model-based PI like controller.
本文概述了一种基于自适应非线性模型的球形罐液位控制方案。通过对球罐系统的仿真研究,验证了基于模型的类PI控制律的有效性。对上述控制问题的伺服顺应性表现出满意的性能。同时,利用无嗅卡尔曼滤波算法估计模型状态和影响模型参数,并利用更新后的过程模型状态值推导控制策略。从有效分析中可以看出,利用非线性卡尔曼滤波策略的基于模型的类PI控制方案比传统的基于非线性模型的类PI控制器具有更好的性能。
{"title":"Employing Nonlinear Model based PI like Controller for the Time Varying System","authors":"Samrat Banerjee, Atanu Panda, Indrajit Pandey, P. Bhowmick","doi":"10.1109/iemtronics55184.2022.9795828","DOIUrl":"https://doi.org/10.1109/iemtronics55184.2022.9795828","url":null,"abstract":"This work outlines an adaptive non-linear model-based PI like control scheme for the spherical tank level system. The efficiency of the model-based PI like control law is implemented by conducting simulation studies on the spherical tank system. The servo compliance with above said control problem exhibit satisfactory performances. Simultaneously, model state(s) and the influential model parameter(s) were estimated using unscented Kalman filter algorithm and the updated state values of the process model were employed to derive the control strategy. From the effective analysis, it has been observed that the model-based PI like control scheme utilizing non-linear Kalman filter strategy offers better performance over the traditional non-linear model-based PI like controller.","PeriodicalId":442879,"journal":{"name":"2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125281908","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
IoT Enabled Smart Solar Panel Monitoring System Based on Boltuino Platform 基于Boltuino平台的物联网智能太阳能电池板监控系统
Pub Date : 2022-06-01 DOI: 10.1109/iemtronics55184.2022.9795836
Ashim Mondal, Md Jishan Ali, P. Dutta
Renewable energy sources have been proven to be reliable, and they are also thought to be the best way to meet our growing energy needs. The rising interest in solar power, increasing costs and functional expenses are led to a few convincing explanations behind the requirement for energy monitoring. Today, Solar Photovoltaic (PV) power is the newest and brightest advancement in the renewable energy market that reduces the requirement of fossil fuel by-products. To get the most out of solar power generation, it's important to pay a lot of attention to how it's kept and how it's used. The purpose of this project work is to display real-time PV parameters on mobile or computer remotely, manage the data and load which is connected with the PV panel and examine the statistics via graph. In this work 20-watt solar panel is used as a PV module, Boltuino (Bolt IoT+ Arduino) device is used as a controller circuit and Current sensor, Voltage sensor, Temperature & Humidity sensor are used for solar parameter collection. The Arduino Uno collects the current sensor, voltage sensor, temperature & humidity sensor data and sends it to the BOLT via serial communication. Following receipt of the statistics in BOLT, it displays all of the solar parameters and generates a graph, which stores all of the information. The alert message will be sent to the registered mobile phone through SMS, and be able to monitor the data from the PV module and remotely operate the system in the event of any unwanted situation like a short circuit or voltage cut out.
可再生能源已被证明是可靠的,它们也被认为是满足我们日益增长的能源需求的最佳途径。人们对太阳能的兴趣日益浓厚,成本和功能费用不断增加,这导致了能源监测需求背后的一些令人信服的解释。今天,太阳能光伏发电(PV)是可再生能源市场上最新和最光明的进步,它减少了对化石燃料副产品的需求。为了最大限度地利用太阳能发电,重要的是要注意如何保存和如何使用它。本项目工作的目的是在手机或电脑上远程实时显示光伏参数,管理与光伏板相连的数据和负荷,并通过图形查看统计数据。本作品采用20瓦太阳能电池板作为光伏组件,采用Boltuino (Bolt IoT+ Arduino)器件作为控制电路,采用电流传感器、电压传感器、温湿度传感器进行太阳能参数采集。Arduino Uno收集电流传感器、电压传感器、温度和湿度传感器的数据,并通过串行通信发送给BOLT。在BOLT中接收到统计数据后,它显示所有太阳能参数并生成一个图形,该图形存储所有信息。警报信息将通过短信发送到注册的手机上,并能够监控来自光伏模块的数据,并在出现短路或断电等不希望出现的情况时远程操作系统。
{"title":"IoT Enabled Smart Solar Panel Monitoring System Based on Boltuino Platform","authors":"Ashim Mondal, Md Jishan Ali, P. Dutta","doi":"10.1109/iemtronics55184.2022.9795836","DOIUrl":"https://doi.org/10.1109/iemtronics55184.2022.9795836","url":null,"abstract":"Renewable energy sources have been proven to be reliable, and they are also thought to be the best way to meet our growing energy needs. The rising interest in solar power, increasing costs and functional expenses are led to a few convincing explanations behind the requirement for energy monitoring. Today, Solar Photovoltaic (PV) power is the newest and brightest advancement in the renewable energy market that reduces the requirement of fossil fuel by-products. To get the most out of solar power generation, it's important to pay a lot of attention to how it's kept and how it's used. The purpose of this project work is to display real-time PV parameters on mobile or computer remotely, manage the data and load which is connected with the PV panel and examine the statistics via graph. In this work 20-watt solar panel is used as a PV module, Boltuino (Bolt IoT+ Arduino) device is used as a controller circuit and Current sensor, Voltage sensor, Temperature & Humidity sensor are used for solar parameter collection. The Arduino Uno collects the current sensor, voltage sensor, temperature & humidity sensor data and sends it to the BOLT via serial communication. Following receipt of the statistics in BOLT, it displays all of the solar parameters and generates a graph, which stores all of the information. The alert message will be sent to the registered mobile phone through SMS, and be able to monitor the data from the PV module and remotely operate the system in the event of any unwanted situation like a short circuit or voltage cut out.","PeriodicalId":442879,"journal":{"name":"2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127623371","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
Resilience Evaluation of Cyber Risks in Industrial Internet of Things 工业物联网网络风险弹性评估
Pub Date : 2022-06-01 DOI: 10.1109/iemtronics55184.2022.9795792
M. Silva, H. Lepikson
Wireless communication is one of the most implemented solutions, allowing a high level of interconnectivity in different networks, including industrial critical systems responsible for production control and safety. Performance improvements with the increase in wireless connectivity between "things", however, are followed by the increase in vulnerabilities due to the risks related to the security of wireless networks. Thus, this study aims to provide a view of the wireless communication vulnerabilities in the context of applications for industrial environments, assess maturity of current technologies in critical systems and provide a map of resilience measures to be adopted to anticipate and mitigate risks.
无线通信是实现最多的解决方案之一,允许在不同网络中实现高水平的互连,包括负责生产控制和安全的工业关键系统。然而,随着“事物”之间无线连接的增加,性能得到提高,随之而来的是与无线网络安全相关的风险导致的漏洞增加。因此,本研究旨在提供工业环境应用中无线通信漏洞的观点,评估关键系统中当前技术的成熟度,并提供可用于预测和减轻风险的弹性措施图。
{"title":"Resilience Evaluation of Cyber Risks in Industrial Internet of Things","authors":"M. Silva, H. Lepikson","doi":"10.1109/iemtronics55184.2022.9795792","DOIUrl":"https://doi.org/10.1109/iemtronics55184.2022.9795792","url":null,"abstract":"Wireless communication is one of the most implemented solutions, allowing a high level of interconnectivity in different networks, including industrial critical systems responsible for production control and safety. Performance improvements with the increase in wireless connectivity between \"things\", however, are followed by the increase in vulnerabilities due to the risks related to the security of wireless networks. Thus, this study aims to provide a view of the wireless communication vulnerabilities in the context of applications for industrial environments, assess maturity of current technologies in critical systems and provide a map of resilience measures to be adopted to anticipate and mitigate risks.","PeriodicalId":442879,"journal":{"name":"2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127727165","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
Identifying Functional and Non-functional Software Requirements From User App Reviews 从用户应用程序评论中识别功能性和非功能性软件需求
Pub Date : 2022-06-01 DOI: 10.1109/iemtronics55184.2022.9795770
Dev Dave, Vaibhav Anu
Mobile app developers are always looking for ways to use the reviews (provided by their app’s users) to improve their application (e.g., adding a new functionality in the app that a user mentioned in their review). Usually, there are thousands of user reviews that are available for each mobile app and isolating software requirements manually from such as big dataset can be difficult and time-consuming. The primary objective of the current research is to automate the process of extracting functional requirements and filtering out non-requirements from user app reviews to help app developers better meet the wants and needs of their users. This paper proposes and evaluates machine learning based models to identify and classify software requirements from both, formal Software Requirements Specifications (SRS) documents and Mobile App Reviews (written by users) using machine learning (ML) algorithms combined with natural language processing (NLP) techniques. Initial evaluation of our ML-based models show that they can help classify user app reviews and software requirements as Functional Requirements (FR), Non-Functional Requirements (NFR), or Non-Requirements (NR).
手机应用开发者总是在寻找利用用户评论来改进应用的方法(游戏邦注:例如,在用户评论中添加新功能)。通常,每个移动应用都有成千上万的用户评论,手动将软件需求从大数据集中分离出来是很困难和耗时的。当前研究的主要目标是从用户应用程序评论中自动提取功能需求和过滤非需求的过程,以帮助应用程序开发人员更好地满足用户的需求。本文提出并评估了基于机器学习的模型,使用机器学习(ML)算法结合自然语言处理(NLP)技术,从正式的软件需求规范(SRS)文档和移动应用程序评论(由用户编写)中识别和分类软件需求。我们基于ml的模型的初步评估表明,它们可以帮助将用户应用程序评论和软件需求分类为功能需求(FR)、非功能需求(NFR)或非需求(NR)。
{"title":"Identifying Functional and Non-functional Software Requirements From User App Reviews","authors":"Dev Dave, Vaibhav Anu","doi":"10.1109/iemtronics55184.2022.9795770","DOIUrl":"https://doi.org/10.1109/iemtronics55184.2022.9795770","url":null,"abstract":"Mobile app developers are always looking for ways to use the reviews (provided by their app’s users) to improve their application (e.g., adding a new functionality in the app that a user mentioned in their review). Usually, there are thousands of user reviews that are available for each mobile app and isolating software requirements manually from such as big dataset can be difficult and time-consuming. The primary objective of the current research is to automate the process of extracting functional requirements and filtering out non-requirements from user app reviews to help app developers better meet the wants and needs of their users. This paper proposes and evaluates machine learning based models to identify and classify software requirements from both, formal Software Requirements Specifications (SRS) documents and Mobile App Reviews (written by users) using machine learning (ML) algorithms combined with natural language processing (NLP) techniques. Initial evaluation of our ML-based models show that they can help classify user app reviews and software requirements as Functional Requirements (FR), Non-Functional Requirements (NFR), or Non-Requirements (NR).","PeriodicalId":442879,"journal":{"name":"2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124547746","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
Dynamic Modeling of a Micro Solar Electric Vehicle for Pakistan using Simulink 巴基斯坦微型太阳能电动车的Simulink动力学建模
Pub Date : 2022-06-01 DOI: 10.1109/iemtronics55184.2022.9795769
A. Husnain, M. Iqbal
While the global electric vehicle (EV) adoption is on rise, developing countries like Pakistan have been facing many obstacles in the face of EV adoption such as shortfall of electricity, high EV prices, low average income and absence of commercial and residential charging infrastructure. In this paper, we propose a design of a micro solar electric vehicle, which would help overcome all of these problems and provide an economical yet feasible solution. The design and system sizing of the micro solar EV was done in HOMER Pro. A dynamic model of the micro solar EV was created in MATLAB/Simulink, which implemented PV generation, maximum power point tracking, battery charging and discharging, DC-motor operation and speed control of the electric vehicle, while taking into consideration environmental factors like irradiance and temperature.
虽然全球电动汽车(EV)的采用率正在上升,但像巴基斯坦这样的发展中国家在电动汽车的采用率方面面临着许多障碍,例如电力短缺,电动汽车价格高,平均收入低以及缺乏商业和住宅充电基础设施。在本文中,我们提出了一种微型太阳能电动汽车的设计,这将有助于克服所有这些问题,并提供一个经济而可行的解决方案。在HOMER Pro软件中完成了微型太阳能电动汽车的设计和系统选型。在MATLAB/Simulink中建立微型太阳能电动汽车的动力学模型,在考虑光照、温度等环境因素的情况下,实现光伏发电、最大功率点跟踪、电池充放电、直流电机运行和电动汽车速度控制。
{"title":"Dynamic Modeling of a Micro Solar Electric Vehicle for Pakistan using Simulink","authors":"A. Husnain, M. Iqbal","doi":"10.1109/iemtronics55184.2022.9795769","DOIUrl":"https://doi.org/10.1109/iemtronics55184.2022.9795769","url":null,"abstract":"While the global electric vehicle (EV) adoption is on rise, developing countries like Pakistan have been facing many obstacles in the face of EV adoption such as shortfall of electricity, high EV prices, low average income and absence of commercial and residential charging infrastructure. In this paper, we propose a design of a micro solar electric vehicle, which would help overcome all of these problems and provide an economical yet feasible solution. The design and system sizing of the micro solar EV was done in HOMER Pro. A dynamic model of the micro solar EV was created in MATLAB/Simulink, which implemented PV generation, maximum power point tracking, battery charging and discharging, DC-motor operation and speed control of the electric vehicle, while taking into consideration environmental factors like irradiance and temperature.","PeriodicalId":442879,"journal":{"name":"2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","volume":"236 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115759536","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
Algorithmic Analysis of the System Based on the Functioning Table and Information Security 基于功能表和信息安全的系统算法分析
Pub Date : 2022-06-01 DOI: 10.1109/iemtronics55184.2022.9795746
A. Kabulov, Inomjon Yarashov, Alisher Otakhonov
Systems are ideally and rapidly evolving with the development of the Internet and modern web technologies. Example, Ecological monitoring information system has become very important in determining its superiority as a system, so it should be tested. This article describes how to benchmark a system by creating a state change graph to simulate different intuitions on the part of each subsystem, and then comparing the graph to Petri net modeling based on Functioning table (PNMFT). Test cases can be prepared based on the accessibility of trees based on comparable PNMFTs. The existing fact-testing strategy for comprehensive testing of the system will be further generalized to improve the consistent quality of the remaining tests. After that, talk about algorithmic analysis of the system is an important for information security issue. The initial stage of ongoing research to improve the reliability of algorithmic analysis of algorithmic formalization of web systems is described. It may also be advisable to include a set of dynamic coverage criteria for web systems defined for the statistical testing approach used through algorithmic analysis to improve testing quality and algorithmic formalization of the web system through algorithmic analysis.
随着互联网和现代网络技术的发展,系统的理想和快速发展。举例来说,生态监测信息系统作为一种系统,其优越性已经变得非常重要,因此需要对其进行测试。本文描述了如何通过创建状态变化图来模拟每个子系统的不同直觉来对系统进行基准测试,然后将该图与基于功能表(PNMFT)的Petri网建模进行比较。可以根据基于可比较的pnmft的树的可访问性来准备测试用例。将进一步推广用于系统全面测试的现有事实测试策略,以提高剩余测试的一致性质量。在此之后,讨论系统的算法分析是一个重要的信息安全问题。本文描述了正在进行的提高web系统算法形式化算法分析可靠性的研究的初始阶段。为通过算法分析使用的统计测试方法定义一组动态覆盖标准,以通过算法分析提高测试质量和网络系统的算法形式化,这也是可取的。
{"title":"Algorithmic Analysis of the System Based on the Functioning Table and Information Security","authors":"A. Kabulov, Inomjon Yarashov, Alisher Otakhonov","doi":"10.1109/iemtronics55184.2022.9795746","DOIUrl":"https://doi.org/10.1109/iemtronics55184.2022.9795746","url":null,"abstract":"Systems are ideally and rapidly evolving with the development of the Internet and modern web technologies. Example, Ecological monitoring information system has become very important in determining its superiority as a system, so it should be tested. This article describes how to benchmark a system by creating a state change graph to simulate different intuitions on the part of each subsystem, and then comparing the graph to Petri net modeling based on Functioning table (PNMFT). Test cases can be prepared based on the accessibility of trees based on comparable PNMFTs. The existing fact-testing strategy for comprehensive testing of the system will be further generalized to improve the consistent quality of the remaining tests. After that, talk about algorithmic analysis of the system is an important for information security issue. The initial stage of ongoing research to improve the reliability of algorithmic analysis of algorithmic formalization of web systems is described. It may also be advisable to include a set of dynamic coverage criteria for web systems defined for the statistical testing approach used through algorithmic analysis to improve testing quality and algorithmic formalization of the web system through algorithmic analysis.","PeriodicalId":442879,"journal":{"name":"2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125698211","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: 17
期刊
2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1