首页 > 最新文献

2019 IEEE 9th Symposium on Computer Applications & Industrial Electronics (ISCAIE)最新文献

英文 中文
Dorper BSI Monitoring with Load Cells and Raspberry PI Dorper BSI监测与负载传感器和树莓派
Pub Date : 2019-04-01 DOI: 10.1109/ISCAIE.2019.8743693
Faieza HanumYahaya, Ruhizan Liza Ahmad Shauri, Shahriman Abu Bakar
The paper describes an alternative method to weigh and monitor the health of livestock via BSI. One method is by recording the measured weight for each livestock for daily weight comparison. The farmer needs to manually lift each of the livestock onto the weighing scale, using rope, producing risk of injury to both farmer and livestock. The main purpose of this project is to enhance the existing weight process by developing a weighing scale which is durable, easy to maintain as well as equipped with online database to store the weight of the livestock for monitoring purposes. Hardware consisting of load cell, HX711 and Raspberry Pi while the software will be written using Python programming language and LAMP to create a web server for storing acquired data. The system’s prototype takes accurate and stable reading in experiments simulating a livestock walking onto the weighing platform with an error rate of 0.1kg. Finally, the implementation of this system shall increase farmers productivity as well as redusing risk for injury.
本文介绍了一种利用BSI对牲畜进行称重和健康监测的替代方法。一种方法是记录每头牲畜的体重,用于每日体重比较。农民需要用绳子手动将每头牲畜抬到称重秤上,这对农民和牲畜都有伤害的风险。该项目的主要目的是通过开发一种耐用,易于维护的称重秤来改进现有的称重过程,并配备在线数据库来存储牲畜的体重以供监测。硬件由测压元件,HX711和树莓派组成,而软件将使用Python编程语言和LAMP编写,以创建用于存储采集数据的web服务器。该系统的原型在模拟牲畜走上称重平台的实验中获得了准确稳定的读数,错误率为0.1kg。最后,该系统的实施将提高农民的生产力,并减少伤害风险。
{"title":"Dorper BSI Monitoring with Load Cells and Raspberry PI","authors":"Faieza HanumYahaya, Ruhizan Liza Ahmad Shauri, Shahriman Abu Bakar","doi":"10.1109/ISCAIE.2019.8743693","DOIUrl":"https://doi.org/10.1109/ISCAIE.2019.8743693","url":null,"abstract":"The paper describes an alternative method to weigh and monitor the health of livestock via BSI. One method is by recording the measured weight for each livestock for daily weight comparison. The farmer needs to manually lift each of the livestock onto the weighing scale, using rope, producing risk of injury to both farmer and livestock. The main purpose of this project is to enhance the existing weight process by developing a weighing scale which is durable, easy to maintain as well as equipped with online database to store the weight of the livestock for monitoring purposes. Hardware consisting of load cell, HX711 and Raspberry Pi while the software will be written using Python programming language and LAMP to create a web server for storing acquired data. The system’s prototype takes accurate and stable reading in experiments simulating a livestock walking onto the weighing platform with an error rate of 0.1kg. Finally, the implementation of this system shall increase farmers productivity as well as redusing risk for injury.","PeriodicalId":369098,"journal":{"name":"2019 IEEE 9th Symposium on Computer Applications & Industrial Electronics (ISCAIE)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115995520","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
Employing Mobility Traces’ Findings in Deploying Roadside Units in an Urban Setup 在城市设置中部署路边单元时使用移动轨迹的发现
Pub Date : 2019-04-01 DOI: 10.1109/ISCAIE.2019.8743803
E. Magsino
The city infrastructure is an integral part of vehicular ad-hoc networks and intelligent transportation systems. One of the key infrastructures is the roadside unit (RSU) which can vastly improve the efficiency and coverage of data dissemination and information exchange in the vehicular network when deployed judiciously. RSU can also provide real-time traffic control, safety and road services to drivers. In this paper, we study how to strategically deploy RSUs in candidate junctions in a city layout by employing findings from taxi GPS traces such as the total daily number of vehicle-to-infrastructure (V2I) contacts, transmissions, transmitted file size, and the average space speed. A Consolidated Weighted Mean Approach, ConsWMA, based from four practical methods for deploying RSUs, is proposed to maximize the amount of V2I contacts. We observe that these mobility traces’ findings, when set as deployment criteria, can reduce the needed number of RSUs to be deployed and the missing V2I contacts. Simulation results show that when nine out of the 40 possible RSU locations are allocated in the first two rings of Beijing City, a 95% daily average V2I contacts is attained, thereby making information dissemination feasible. ConsWMA also provides at least 11% more V2I contacts when compared to two other deployment methods.
城市基础设施是车辆自组织网络和智能交通系统的重要组成部分。其中一个关键的基础设施是路边单元(RSU),如果部署得当,它可以大大提高车辆网络中数据分发和信息交换的效率和覆盖范围。RSU还可以为驾驶员提供实时交通控制、安全和道路服务。在本文中,我们研究了如何在城市布局的候选路口战略性地部署rsu,通过使用出租车GPS轨迹的结果,如车辆到基础设施(V2I)的总接触数、传输、传输文件大小和平均空间速度。基于四种部署rsu的实用方法,提出了一种综合加权平均方法ConsWMA,以最大化V2I触点的数量。我们观察到,当将这些移动轨迹的发现设置为部署标准时,可以减少需要部署的rsu数量和缺失的V2I触点。仿真结果表明,当将40个可能的RSU位置中的9个分配在北京市前两环内时,日均V2I接触达到95%,信息传播是可行的。与其他两种部署方法相比,ConsWMA还提供了至少11%的V2I触点。
{"title":"Employing Mobility Traces’ Findings in Deploying Roadside Units in an Urban Setup","authors":"E. Magsino","doi":"10.1109/ISCAIE.2019.8743803","DOIUrl":"https://doi.org/10.1109/ISCAIE.2019.8743803","url":null,"abstract":"The city infrastructure is an integral part of vehicular ad-hoc networks and intelligent transportation systems. One of the key infrastructures is the roadside unit (RSU) which can vastly improve the efficiency and coverage of data dissemination and information exchange in the vehicular network when deployed judiciously. RSU can also provide real-time traffic control, safety and road services to drivers. In this paper, we study how to strategically deploy RSUs in candidate junctions in a city layout by employing findings from taxi GPS traces such as the total daily number of vehicle-to-infrastructure (V2I) contacts, transmissions, transmitted file size, and the average space speed. A Consolidated Weighted Mean Approach, ConsWMA, based from four practical methods for deploying RSUs, is proposed to maximize the amount of V2I contacts. We observe that these mobility traces’ findings, when set as deployment criteria, can reduce the needed number of RSUs to be deployed and the missing V2I contacts. Simulation results show that when nine out of the 40 possible RSU locations are allocated in the first two rings of Beijing City, a 95% daily average V2I contacts is attained, thereby making information dissemination feasible. ConsWMA also provides at least 11% more V2I contacts when compared to two other deployment methods.","PeriodicalId":369098,"journal":{"name":"2019 IEEE 9th Symposium on Computer Applications & Industrial Electronics (ISCAIE)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116486189","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
Systematic Literature Review with Support of Digital Tools 数字工具支持下的系统文献综述
Pub Date : 2019-04-01 DOI: 10.1109/ISCAIE.2019.8743787
Lucimara Fabiana Fornari, I. Pinho, Carla Azevedo de Almeida, A. Costa
This study aims to identify and compare the digital tools used in Systematic Literature Review, type of review commonly used in Qualitative Research. For that, a Systematic Literature Review was carried out with the support of webQDA: Qualitative Data Analysis software. A search in the databases resulted in 745 articles. However, from the inclusion and eligibility criteria of the studies, 22 articles were selected for this research. The results are the 6 of specific digital tools and 3 of qualitative data analysis tools used in the development of Systematic Literature Review. Besides, the study also aimed to understand in which of the 9 steps, that constitute the systematic literature review, if these tools could be used.
本研究旨在识别和比较系统文献综述中使用的数字工具,这是定性研究中常用的综述类型。为此,在webQDA:定性数据分析软件的支持下,进行了系统的文献综述。在数据库中搜索得到745篇文章。然而,从研究的纳入和入选标准来看,本研究选择了22篇文章。结果是6个特定的数字工具和3个定性数据分析工具用于系统文献综述的开发。此外,本研究还旨在了解在构成系统性文献综述的9个步骤中,哪些步骤可以使用这些工具。
{"title":"Systematic Literature Review with Support of Digital Tools","authors":"Lucimara Fabiana Fornari, I. Pinho, Carla Azevedo de Almeida, A. Costa","doi":"10.1109/ISCAIE.2019.8743787","DOIUrl":"https://doi.org/10.1109/ISCAIE.2019.8743787","url":null,"abstract":"This study aims to identify and compare the digital tools used in Systematic Literature Review, type of review commonly used in Qualitative Research. For that, a Systematic Literature Review was carried out with the support of webQDA: Qualitative Data Analysis software. A search in the databases resulted in 745 articles. However, from the inclusion and eligibility criteria of the studies, 22 articles were selected for this research. The results are the 6 of specific digital tools and 3 of qualitative data analysis tools used in the development of Systematic Literature Review. Besides, the study also aimed to understand in which of the 9 steps, that constitute the systematic literature review, if these tools could be used.","PeriodicalId":369098,"journal":{"name":"2019 IEEE 9th Symposium on Computer Applications & Industrial Electronics (ISCAIE)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131826509","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
Readout Circuitry Moving Average for Sensing Redox Reaction in 3-electrode Cells 传感氧化还原反应的3电极电池读出电路移动平均
Pub Date : 2019-04-01 DOI: 10.1109/ISCAIE.2019.8743993
A. Mz, WFH. Abdullah, Aqmar N.Z.N, R. Radzuan, R. Alip
This paper presents the effect of moving average algorithm incorporated in a potentiostat circuit that acts as a readout interfacing circuit for a 3-electrode cell system. The potentiostat senses redox reaction with an internal Differential Pulse Voltammetry (DPV) electroanalytical technique provided by an ARM Cortex-M microcontroller. The moving average calculation is embedded in the applied microcontroller. Two moving average techniques are compared: Simple Moving Average, (SMA) and Adjacent Averaging, (AA). The objective is to reduce noise during redox reaction current sensing when the potentiostat hardware implementation is constructed using a single microcontroller with open shelf electronics. DPV current properties of 3-electrode cell redox reaction in 10mM of Ferricyanide solution was measured by the designed potentiostat and subjected to moving average to smoothen the data. It is found that even though the real-time moving average techniques are able to reduce noise by 99%, both approaches reduce peak current vs time measured at the output of the potentiostat. The findings provide important information for interpreting sensor behavior accurately based on in-situ measured values.
本文介绍了将移动平均算法集成到恒电位器电路中的效果,该恒电位器电路作为三电极电池系统的读出接口电路。恒电位器通过ARM Cortex-M微控制器提供的内部差分脉冲伏安法(DPV)电分析技术来检测氧化还原反应。移动平均计算嵌入到应用微控制器中。比较了两种移动平均技术:简单移动平均(SMA)和相邻平均(AA)。目的是减少氧化还原反应电流传感过程中的噪声,当恒电位器硬件实现是使用一个单一的微控制器与开架电子元件构建时。用所设计的恒电位器测量了三极电池在10mM铁氰化物溶液中氧化还原反应的DPV电流特性,并对数据进行了移动平均处理以使数据平滑。研究发现,尽管实时移动平均技术能够将噪声降低99%,但两种方法都可以降低恒电位器输出处测量的峰值电流与时间。研究结果为基于原位测量值准确解释传感器行为提供了重要信息。
{"title":"Readout Circuitry Moving Average for Sensing Redox Reaction in 3-electrode Cells","authors":"A. Mz, WFH. Abdullah, Aqmar N.Z.N, R. Radzuan, R. Alip","doi":"10.1109/ISCAIE.2019.8743993","DOIUrl":"https://doi.org/10.1109/ISCAIE.2019.8743993","url":null,"abstract":"This paper presents the effect of moving average algorithm incorporated in a potentiostat circuit that acts as a readout interfacing circuit for a 3-electrode cell system. The potentiostat senses redox reaction with an internal Differential Pulse Voltammetry (DPV) electroanalytical technique provided by an ARM Cortex-M microcontroller. The moving average calculation is embedded in the applied microcontroller. Two moving average techniques are compared: Simple Moving Average, (SMA) and Adjacent Averaging, (AA). The objective is to reduce noise during redox reaction current sensing when the potentiostat hardware implementation is constructed using a single microcontroller with open shelf electronics. DPV current properties of 3-electrode cell redox reaction in 10mM of Ferricyanide solution was measured by the designed potentiostat and subjected to moving average to smoothen the data. It is found that even though the real-time moving average techniques are able to reduce noise by 99%, both approaches reduce peak current vs time measured at the output of the potentiostat. The findings provide important information for interpreting sensor behavior accurately based on in-situ measured values.","PeriodicalId":369098,"journal":{"name":"2019 IEEE 9th Symposium on Computer Applications & Industrial Electronics (ISCAIE)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121937622","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
Network data analysis in improving pedagogical supervision with software webQDA 网络数据分析在webQDA软件改进教学监督中的应用
Pub Date : 2019-04-01 DOI: 10.1109/ISCAIE.2019.8743825
S. Sá, A. Costa
Qualitative research has increasingly complex research objects and thus the work of analysing and treating corpora data are increasingly more demanding for a single researcher. Therefore, the use of collaborative work among several researchers becomes more and more relevant. The Computer Assisted Qualitative Data Analysis Software (CAQDAS) solutions, namely the webQDA® software, have made this online collaboration easier. The problem of research is the perception of the practice of the collaborative process in content analysis with the help of CAQDAS (webQDA®) software. Three self-reflections were analysed and treated (three Narratives) by three master’s students of pedagogical supervision, who categorized 2301 observation narratives of classes in higher education. The content analysis was handled using webQDA® software. From the emerging categories, it was concluded that: a) time is a factor to be taken into account in the collaborative work, as it reduced the categorization time and b) it is possible to consolidate learning in the qualitative research. This work, despite having a great limitation - a very small sample - serves as a future pedagogical suggestion in order to improve Pedagogical Supervision classes, making them more fruitful, using the collaborative work of webQDA® software in order to increase, in a timely manner, the skills and competences of qualitative researchers in the students.
定性研究的研究对象越来越复杂,因此分析和处理语料库数据的工作对单个研究人员的要求越来越高。因此,利用几个研究人员之间的协作工作变得越来越重要。计算机辅助定性数据分析软件(CAQDAS)解决方案,即webQDA®软件,使这种在线协作变得更加容易。研究的问题是在CAQDAS (webQDA®)软件的帮助下,对内容分析中协作过程的实践的感知。本文对3名教学督导硕士生的3个自我反思(3个叙事)进行了分析和处理,并对2301个高等教育课堂观察叙事进行了分类。内容分析使用webQDA®软件处理。从新出现的分类中,得出结论:a)时间是协作工作中需要考虑的因素,因为它减少了分类时间;b)在定性研究中有可能巩固学习。这项工作,尽管有很大的局限性-一个非常小的样本-作为一个未来的教学建议,以改善教学监督课,使他们更富有成效,使用webQDA®软件的协作工作,以增加,及时,学生的定性研究者的技能和能力。
{"title":"Network data analysis in improving pedagogical supervision with software webQDA","authors":"S. Sá, A. Costa","doi":"10.1109/ISCAIE.2019.8743825","DOIUrl":"https://doi.org/10.1109/ISCAIE.2019.8743825","url":null,"abstract":"Qualitative research has increasingly complex research objects and thus the work of analysing and treating corpora data are increasingly more demanding for a single researcher. Therefore, the use of collaborative work among several researchers becomes more and more relevant. The Computer Assisted Qualitative Data Analysis Software (CAQDAS) solutions, namely the webQDA® software, have made this online collaboration easier. The problem of research is the perception of the practice of the collaborative process in content analysis with the help of CAQDAS (webQDA®) software. Three self-reflections were analysed and treated (three Narratives) by three master’s students of pedagogical supervision, who categorized 2301 observation narratives of classes in higher education. The content analysis was handled using webQDA® software. From the emerging categories, it was concluded that: a) time is a factor to be taken into account in the collaborative work, as it reduced the categorization time and b) it is possible to consolidate learning in the qualitative research. This work, despite having a great limitation - a very small sample - serves as a future pedagogical suggestion in order to improve Pedagogical Supervision classes, making them more fruitful, using the collaborative work of webQDA® software in order to increase, in a timely manner, the skills and competences of qualitative researchers in the students.","PeriodicalId":369098,"journal":{"name":"2019 IEEE 9th Symposium on Computer Applications & Industrial Electronics (ISCAIE)","volume":"28 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116587690","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
Protocol for Controlling Fan Speed in Real Time via Brain Waves 通过脑电波实时控制风扇转速的协议
Pub Date : 2019-04-01 DOI: 10.1109/ISCAIE.2019.8743948
M. A. Mazlan, W. Mansor, A. Z. Ahmad Zainuddin
Assistive technology that does not require the use of hands is very useful for disabled people and senior citizens. This paper describes the protocol for controlling the fan speed in real time using EEG. Eye blinks detected from EEG signal were used to represent the intention to control the fan speed. The acquisition of the EEG signal in real time was carried out using two frames and buffer. The fan speed was controlled by detecting the eye blink event in the EEG signal and transferring the control signal to the microcontroller. The algorithm has managed to control the fan speed according to the numbers of eye blink detected.
不需要使用手的辅助技术对残疾人和老年人非常有用。本文介绍了利用脑电图实时控制风机转速的协议。从脑电图信号中检测到的眨眼行为被用来表示控制风扇转速的意图。采用双帧和缓冲的方式对脑电信号进行实时采集。通过检测脑电图信号中的眨眼事件,并将控制信号传递给单片机,实现对风扇转速的控制。该算法根据检测到的眨眼次数来控制风扇转速。
{"title":"Protocol for Controlling Fan Speed in Real Time via Brain Waves","authors":"M. A. Mazlan, W. Mansor, A. Z. Ahmad Zainuddin","doi":"10.1109/ISCAIE.2019.8743948","DOIUrl":"https://doi.org/10.1109/ISCAIE.2019.8743948","url":null,"abstract":"Assistive technology that does not require the use of hands is very useful for disabled people and senior citizens. This paper describes the protocol for controlling the fan speed in real time using EEG. Eye blinks detected from EEG signal were used to represent the intention to control the fan speed. The acquisition of the EEG signal in real time was carried out using two frames and buffer. The fan speed was controlled by detecting the eye blink event in the EEG signal and transferring the control signal to the microcontroller. The algorithm has managed to control the fan speed according to the numbers of eye blink detected.","PeriodicalId":369098,"journal":{"name":"2019 IEEE 9th Symposium on Computer Applications & Industrial Electronics (ISCAIE)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116167447","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
ISCAIE 2019 Organizing Committee isaie 2019组委会
Pub Date : 2019-04-01 DOI: 10.1109/iscaie.2019.8743700
{"title":"ISCAIE 2019 Organizing Committee","authors":"","doi":"10.1109/iscaie.2019.8743700","DOIUrl":"https://doi.org/10.1109/iscaie.2019.8743700","url":null,"abstract":"","PeriodicalId":369098,"journal":{"name":"2019 IEEE 9th Symposium on Computer Applications & Industrial Electronics (ISCAIE)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128527996","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
Implementation of an Image Processing based Smart Parking System using Haar-Cascade Method 基于haar级联方法的图像处理智能停车系统的实现
Pub Date : 2019-04-01 DOI: 10.1109/ISCAIE.2019.8743906
I. M. Hakim, David Christover, Adi Mahmud Jaya Marindra
In highly populated cities, finding available car parking slots is time consuming and may cause severe traffic congestions at the parking entrance. Therefore, a smart parking system with automated car detection is required so that the car drivers would have minimum effort and time to access the available parking location. This paper presents an implementation of image processing based smart parking system using Haar-Cascade method. The aim of this project is to develop a smart parking system on a single-board computer and a camera installed at a parking area. The image processing for car detection is performed on Raspberry Pi interfaced with the Firebase cloud platform through an API. The system posts the data to the Firebase channel, enabling an Internet of Things (IoT) based parking system. A mobile application is developed for visualization and hence the data is accessible through the car driver’s phone. The system was tested at a simple parking lot with a line of car slots. The experimental results with different condition of parking areas and different camera view angles are discussed in the paper.
在人口密集的城市,寻找可用的停车位非常耗时,而且可能会在停车场入口处造成严重的交通拥堵。因此,需要一个具有自动汽车检测功能的智能停车系统,这样汽车司机就可以用最少的精力和时间到达可用的停车位。提出了一种基于图像处理的智能停车系统的哈尔级联实现方法。该项目的目的是开发一个智能停车系统,该系统采用单板计算机和安装在停车场的摄像头。汽车检测的图像处理是在Raspberry Pi上通过API与Firebase云平台接口进行的。该系统将数据发布到Firebase通道,从而实现基于物联网(IoT)的停车系统。为可视化开发了一个移动应用程序,因此可以通过汽车司机的手机访问数据。该系统在一个有一排停车位的简单停车场进行了测试。讨论了不同停车区域条件和不同摄像机视角下的实验结果。
{"title":"Implementation of an Image Processing based Smart Parking System using Haar-Cascade Method","authors":"I. M. Hakim, David Christover, Adi Mahmud Jaya Marindra","doi":"10.1109/ISCAIE.2019.8743906","DOIUrl":"https://doi.org/10.1109/ISCAIE.2019.8743906","url":null,"abstract":"In highly populated cities, finding available car parking slots is time consuming and may cause severe traffic congestions at the parking entrance. Therefore, a smart parking system with automated car detection is required so that the car drivers would have minimum effort and time to access the available parking location. This paper presents an implementation of image processing based smart parking system using Haar-Cascade method. The aim of this project is to develop a smart parking system on a single-board computer and a camera installed at a parking area. The image processing for car detection is performed on Raspberry Pi interfaced with the Firebase cloud platform through an API. The system posts the data to the Firebase channel, enabling an Internet of Things (IoT) based parking system. A mobile application is developed for visualization and hence the data is accessible through the car driver’s phone. The system was tested at a simple parking lot with a line of car slots. The experimental results with different condition of parking areas and different camera view angles are discussed in the paper.","PeriodicalId":369098,"journal":{"name":"2019 IEEE 9th Symposium on Computer Applications & Industrial Electronics (ISCAIE)","volume":"6 10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133780735","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: 15
Experimental Machine Learning Study on CO2 Gas Dispersion CO2气体分散的实验机器学习研究
Pub Date : 2019-04-01 DOI: 10.1109/ISCAIE.2019.8743776
K. Gwak, Young J. Rho
Machine learning (ML) is expending its application in many practical areas such as image recognition, natural language processing, games, etc. Simulated modeling of gas diffusion can be one of the applications. This experimental research was designed to know the potential of machine learning methods in modeling CO2 gas dispersion. Dispersion data of gases can be collected with sensing devices so that ML-based techniques can be applied to simulate the diffusion. In this study, three methods were explored and compared; linear interpolation, Multi-Layer Perceptron (MLP) and Deep Multi-Layer Perceptron (DLP). A set of experiments was conducted to collect dispersion data of CO2 gas. The experiments were executed in a wide room with two doors and eight windows that are enough to refresh the room air. Three sets of data were collected for learning and one set for testing. The Root Mean Square Deviation (RMSD) was applied to compare the three methods. The DLP method showed the lowest RMSD comparing with real test data, the linear interpolation the next and the MLP the last.CCS Concepts•Computing methodologies ~Machine learning•Applied computing~Environmental sciences
机器学习(ML)在图像识别、自然语言处理、游戏等许多实际领域的应用正在扩大。气体扩散的模拟建模可以作为应用之一。这项实验研究旨在了解机器学习方法在模拟二氧化碳气体分散方面的潜力。气体的弥散数据可以用传感装置收集,因此基于ml的技术可以应用于模拟扩散。本研究对三种方法进行了探讨和比较;线性插值,多层感知器(MLP)和深层多层感知器(DLP)。为收集CO2气体的分散数据,进行了一组实验。实验是在一个宽敞的房间里进行的,房间里有两扇门和八扇窗,足以使室内空气清新。收集三组数据用于学习,一组数据用于测试。采用均方根偏差(RMSD)对三种方法进行比较。与实际试验数据相比,DLP方法的RMSD最低,其次是线性插值,MLP方法的RMSD最低。CCS概念•计算方法~机器学习•应用计算~环境科学
{"title":"Experimental Machine Learning Study on CO2 Gas Dispersion","authors":"K. Gwak, Young J. Rho","doi":"10.1109/ISCAIE.2019.8743776","DOIUrl":"https://doi.org/10.1109/ISCAIE.2019.8743776","url":null,"abstract":"Machine learning (ML) is expending its application in many practical areas such as image recognition, natural language processing, games, etc. Simulated modeling of gas diffusion can be one of the applications. This experimental research was designed to know the potential of machine learning methods in modeling CO2 gas dispersion. Dispersion data of gases can be collected with sensing devices so that ML-based techniques can be applied to simulate the diffusion. In this study, three methods were explored and compared; linear interpolation, Multi-Layer Perceptron (MLP) and Deep Multi-Layer Perceptron (DLP). A set of experiments was conducted to collect dispersion data of CO2 gas. The experiments were executed in a wide room with two doors and eight windows that are enough to refresh the room air. Three sets of data were collected for learning and one set for testing. The Root Mean Square Deviation (RMSD) was applied to compare the three methods. The DLP method showed the lowest RMSD comparing with real test data, the linear interpolation the next and the MLP the last.CCS Concepts•Computing methodologies ~Machine learning•Applied computing~Environmental sciences","PeriodicalId":369098,"journal":{"name":"2019 IEEE 9th Symposium on Computer Applications & Industrial Electronics (ISCAIE)","volume":"120 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121472208","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
Mobile App For Speed Reading Test In Bahasa Malaysia 马来文快速阅读测试手机应用程式
Pub Date : 2019-04-01 DOI: 10.1109/ISCAIE.2019.8743865
Nazeb Zurati, S. Abdullah, F. Zaman, H. Z. Abidin, Z. H. C. Soh
There is a lack of data for speed-reading level in Bahasa Malaysia for young people, which refers to individuals between ages 10 and 24. The information is needed by the National Book Council of Malaysia (NBCM) to assess reading frequencies of young people, correlated using speed-reading tests. Hence, a mobile app for speed-reading test in Bahasa Malaysia called Bacalaju has been developed. Applying Progressive Web Application (PWA) that uses front-end website technology, an Android app is generated by compiling the code with Android SDK (Software Development Kit). After the user took their speed-reading test, the result will be transferred via Asynchronous JavaScript And XML (AJAX) POST request and stored in a database on the cloud. The mobile app is seen to benefit young readers in Malaysia because it enables users to evaluate their reading skills and encourage them to improve the skills, i.e. speed-reading level and comprehension. At the same time, a website was developed to display the overall result, preliminary result indicated that 37.8% of 98 users involved in this study has both good speed-reading level based on the Taylor Grade Equivalent units and able to score more than 50% in their comprehension test.
目前缺乏针对10岁至24岁的年轻人的马来语快速阅读水平的数据。马来西亚国家图书委员会(NBCM)需要这些信息来评估年轻人的阅读频率,并与快速阅读测试相关联。因此,开发了一款名为Bacalaju的马来语快速阅读测试手机应用程序。采用PWA (Progressive Web Application)技术,采用前端网站技术,使用Android SDK (Software Development Kit)对代码进行编译,生成Android应用程序。在用户完成他们的快速阅读测试后,结果将通过异步JavaScript和XML (AJAX) POST请求传输并存储在云上的数据库中。这款手机应用程序被认为有利于马来西亚的年轻读者,因为它使用户能够评估他们的阅读技能,并鼓励他们提高技能,即快速阅读水平和理解能力。同时,开发了一个网站来显示整体结果,初步结果表明,参与本研究的98名用户中,37.8%的用户在Taylor Grade Equivalent units的基础上既有良好的快速阅读水平,又能在理解测试中获得50%以上的分数。
{"title":"Mobile App For Speed Reading Test In Bahasa Malaysia","authors":"Nazeb Zurati, S. Abdullah, F. Zaman, H. Z. Abidin, Z. H. C. Soh","doi":"10.1109/ISCAIE.2019.8743865","DOIUrl":"https://doi.org/10.1109/ISCAIE.2019.8743865","url":null,"abstract":"There is a lack of data for speed-reading level in Bahasa Malaysia for young people, which refers to individuals between ages 10 and 24. The information is needed by the National Book Council of Malaysia (NBCM) to assess reading frequencies of young people, correlated using speed-reading tests. Hence, a mobile app for speed-reading test in Bahasa Malaysia called Bacalaju has been developed. Applying Progressive Web Application (PWA) that uses front-end website technology, an Android app is generated by compiling the code with Android SDK (Software Development Kit). After the user took their speed-reading test, the result will be transferred via Asynchronous JavaScript And XML (AJAX) POST request and stored in a database on the cloud. The mobile app is seen to benefit young readers in Malaysia because it enables users to evaluate their reading skills and encourage them to improve the skills, i.e. speed-reading level and comprehension. At the same time, a website was developed to display the overall result, preliminary result indicated that 37.8% of 98 users involved in this study has both good speed-reading level based on the Taylor Grade Equivalent units and able to score more than 50% in their comprehension test.","PeriodicalId":369098,"journal":{"name":"2019 IEEE 9th Symposium on Computer Applications & Industrial Electronics (ISCAIE)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121269720","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
期刊
2019 IEEE 9th Symposium on Computer Applications & Industrial Electronics (ISCAIE)
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