首页 > 最新文献

Proceedings of the 2016 Workshop on Embedded and Cyber-Physical Systems Education最新文献

英文 中文
Redesign of an educational robot platform using web-based programming 基于网络编程的教育机器人平台的重新设计
Florian Fricke, André Werner, Benedikt Janßen, M. Hübner, Clemens Ribbe, Cengizhan Inac
Robots intrigue many people. Moreover, their development is quite complex and can involve different subjects of electrical engineering, as well as computer science. Therefore, robots are a very suitable basis to teach students different subjects of these disciplines. In this paper, we present the design of an educational robot platform. The platform, called Robonova, was used for practical sessions in undergraduate courses. The redesign was motivated by a lack of support for current technologies, such as the internet of things and cyber-physical systems. Moreover, the manufacturer no longer maintained it. To enable further usage we developed an up-to-date educational system based on the old robot platform. The redesign includes the control system, which is connected to all sensors and actuators, and a development environment, that is platform independent and includes predefined libraries. In first evaluations with students, the responses were very positive and the new platform enables higher connectivity, as well as solving tasks that are more complex.
机器人引起了许多人的兴趣。此外,它们的发展相当复杂,可能涉及电子工程和计算机科学的不同学科。因此,机器人是教授这些学科不同学科的学生非常合适的基础。本文提出了一个教育机器人平台的设计方案。这个名为Robonova的平台被用于本科课程的实践环节。重新设计的动机是缺乏对当前技术的支持,例如物联网和网络物理系统。此外,制造商不再维护它。为了进一步使用,我们在旧机器人平台的基础上开发了一个最新的教育系统。重新设计包括连接到所有传感器和执行器的控制系统,以及独立于平台的开发环境,包括预定义的库。在与学生的第一次评估中,反应非常积极,新平台可以实现更高的连通性,以及解决更复杂的任务。
{"title":"Redesign of an educational robot platform using web-based programming","authors":"Florian Fricke, André Werner, Benedikt Janßen, M. Hübner, Clemens Ribbe, Cengizhan Inac","doi":"10.1145/3005329.3005332","DOIUrl":"https://doi.org/10.1145/3005329.3005332","url":null,"abstract":"Robots intrigue many people. Moreover, their development is quite complex and can involve different subjects of electrical engineering, as well as computer science. Therefore, robots are a very suitable basis to teach students different subjects of these disciplines. In this paper, we present the design of an educational robot platform. The platform, called Robonova, was used for practical sessions in undergraduate courses. The redesign was motivated by a lack of support for current technologies, such as the internet of things and cyber-physical systems. Moreover, the manufacturer no longer maintained it. To enable further usage we developed an up-to-date educational system based on the old robot platform. The redesign includes the control system, which is connected to all sensors and actuators, and a development environment, that is platform independent and includes predefined libraries. In first evaluations with students, the responses were very positive and the new platform enables higher connectivity, as well as solving tasks that are more complex.","PeriodicalId":317146,"journal":{"name":"Proceedings of the 2016 Workshop on Embedded and Cyber-Physical Systems Education","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131729503","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
Flipping a first course on cyber-physical systems: an experience report 翻转网络物理系统的第一门课程:一份经验报告
Walid Taha, Lars-Göran Hedstrom, Fei Xu, Adam Duracz, F. Bartha, Yingfu Zeng, Jennifer David, Gaurav Gunjan
The flipped classroom format involves swapping activities traditionally performed inside and outside the classroom. The expected effects from this swap include increased student engagement and peer-to-peer interaction in the classroom, as well as more flexible access to learning materials. Key criteria for successful outcomes from these effects include improved test scores and enhanced student satisfaction. Unfortunately, while many researchers have reported positive outcomes from the approach, some instructors can still encounter difficulties in reproducing this success. In this paper we report our experiences with flipping a first course on Cyber-Physical Systems at Halmstad University. The course is required for a Masters level program and is available as an elective for undergraduates. The focus of this report is on three separate editions of the course taught over three years. In the first year, lectures were recorded. In the second, the same instructor taught the course using the flipped format. In the third, new instructors taught it using the flipped classroom format. Our experience suggests that flipping a classroom can lead to improved student performance and satisfaction from the first edition. It can also enable new instructors to take over the course and perform at a level comparable to an experienced instructor. On the other hand, it also suggests that the format may require more effort to prepare for, and to teach, than the traditional format, and that a higher level of attention to detail is needed to execute it with positive outcomes. Thus, the format can be demanding for instructors. It is also the case that not all students preferred this format.
翻转课堂的形式包括交换课堂内外的传统活动。这种交换的预期效果包括提高学生的参与度和课堂上的点对点互动,以及更灵活地获取学习材料。从这些影响中取得成功的关键标准包括提高考试成绩和提高学生满意度。不幸的是,虽然许多研究人员报告了这种方法的积极成果,但一些教师在再现这种成功时仍然遇到困难。在本文中,我们报告了我们在哈尔姆斯塔德大学翻转网络物理系统第一门课程的经验。这门课程是硕士课程的必修课,也是本科生的选修课。本报告的重点是三个独立版本的课程,为期三年。第一年,讲座被录了下来。在第二种情况下,同一位老师用翻转的形式教授课程。在第三节课中,新老师采用翻转课堂的形式进行教学。我们的经验表明,翻转教室可以提高学生的表现和第一版的满意度。它还可以使新教练接管课程,并在一个水平相当的经验丰富的教练。另一方面,它也表明,这种形式可能需要比传统形式付出更多的努力来准备和教学,并且需要对细节有更高的关注才能取得积极的结果。因此,格式可能对教师要求很高。也不是所有的学生都喜欢这种形式。
{"title":"Flipping a first course on cyber-physical systems: an experience report","authors":"Walid Taha, Lars-Göran Hedstrom, Fei Xu, Adam Duracz, F. Bartha, Yingfu Zeng, Jennifer David, Gaurav Gunjan","doi":"10.1145/3005329.3005337","DOIUrl":"https://doi.org/10.1145/3005329.3005337","url":null,"abstract":"The flipped classroom format involves swapping activities traditionally performed inside and outside the classroom. The expected effects from this swap include increased student engagement and peer-to-peer interaction in the classroom, as well as more flexible access to learning materials. Key criteria for successful outcomes from these effects include improved test scores and enhanced student satisfaction. Unfortunately, while many researchers have reported positive outcomes from the approach, some instructors can still encounter difficulties in reproducing this success. In this paper we report our experiences with flipping a first course on Cyber-Physical Systems at Halmstad University. The course is required for a Masters level program and is available as an elective for undergraduates. The focus of this report is on three separate editions of the course taught over three years. In the first year, lectures were recorded. In the second, the same instructor taught the course using the flipped format. In the third, new instructors taught it using the flipped classroom format. Our experience suggests that flipping a classroom can lead to improved student performance and satisfaction from the first edition. It can also enable new instructors to take over the course and perform at a level comparable to an experienced instructor. On the other hand, it also suggests that the format may require more effort to prepare for, and to teach, than the traditional format, and that a higher level of attention to detail is needed to execute it with positive outcomes. Thus, the format can be demanding for instructors. It is also the case that not all students preferred this format.","PeriodicalId":317146,"journal":{"name":"Proceedings of the 2016 Workshop on Embedded and Cyber-Physical Systems Education","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125846270","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: 5
Experiences and reflections on three years of CPS summer schools within EIT digital EIT数字化三年CPS暑期学校的经验与思考
D. Cancila, Valeria Nuzzo, M. Stoycheva, W. Birk, F. Asplund, Martin Törngren
This article provides an overview of current European Commission effort in term of educational innovation to reduce the gap between research and industry which still is a barrier to the economic development. Entrepreneurial innovation & education driving Europe's digital transformation (EIT Digital for short) is an European-based initiative fostering I&E (innovation and entrepreneurship) by integrating education, research and business at different educational levels. For instance in EIT master programmes, students work together with industries and academics to have a faster go-to-market of research results. Summer schools are part of the master programs; three of them have been organised related to CPS (cyber-physical systems), critical infrastructure and, more recently, Industry 4.0. Past and present events are discussed and the experience from these events is reported. It is further analysed how the general setup of the summer school program is affecting the educational aspects and achievement of the intended learning outcomes.
本文概述了目前欧盟委员会在教育创新方面的努力,以减少研究与工业之间的差距,这仍然是经济发展的障碍。创业创新和教育推动欧洲数字化转型(简称EIT digital)是一项基于欧洲的倡议,通过整合不同教育水平的教育、研究和商业,促进I&E(创新和创业)。例如,在EIT硕士课程中,学生与行业和学者合作,以更快地将研究成果推向市场。暑期学校是硕士课程的一部分;其中三个与CPS(网络物理系统)、关键基础设施以及最近的工业4.0相关。讨论了过去和现在的事件,并报告了这些事件的经验。进一步分析了暑期学校项目的总体设置如何影响教育方面和预期学习成果的实现。
{"title":"Experiences and reflections on three years of CPS summer schools within EIT digital","authors":"D. Cancila, Valeria Nuzzo, M. Stoycheva, W. Birk, F. Asplund, Martin Törngren","doi":"10.1145/3005329.3005336","DOIUrl":"https://doi.org/10.1145/3005329.3005336","url":null,"abstract":"This article provides an overview of current European Commission effort in term of educational innovation to reduce the gap between research and industry which still is a barrier to the economic development. Entrepreneurial innovation & education driving Europe's digital transformation (EIT Digital for short) is an European-based initiative fostering I&E (innovation and entrepreneurship) by integrating education, research and business at different educational levels. For instance in EIT master programmes, students work together with industries and academics to have a faster go-to-market of research results. Summer schools are part of the master programs; three of them have been organised related to CPS (cyber-physical systems), critical infrastructure and, more recently, Industry 4.0. Past and present events are discussed and the experience from these events is reported. It is further analysed how the general setup of the summer school program is affecting the educational aspects and achievement of the intended learning outcomes.","PeriodicalId":317146,"journal":{"name":"Proceedings of the 2016 Workshop on Embedded and Cyber-Physical Systems Education","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121633789","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: 5
An embedded CAN controller for a vehicle networking course project 车载网络课程设计中的嵌入式CAN控制器
G. Breaban, Martijn Koedam, J. Voeten, K. Goossens
The automotive industry advances quickly, with new functionalities continuously being introducted. The Eindhoven University of Technology's Bachelor Automotive Programme prepares students for the subsequent Master education, for industry, and research. In this paper we present the infrastructure and the organisation of the third-year Vehicle Networking course that introduces the current and future automotive networks to students. In the practical part of the course the students use a multiprocessor platform to implement and test an embedded CAN controller. We present requirements and how we address them in the platform architecture, the server-based FPGA infrastructure, and how students design, debug, and analyse their CAN controller. We conclude with lessons learnt and future improvements.
汽车行业发展迅速,新功能不断推出。埃因霍温理工大学的汽车学士课程为学生随后的硕士教育,工业和研究做好准备。在本文中,我们介绍了三年级汽车网络课程的基础设施和组织,向学生介绍当前和未来的汽车网络。在课程的实践部分,学生使用多处理器平台来实现和测试嵌入式CAN控制器。我们提出了要求,以及如何在平台架构、基于服务器的FPGA基础设施中解决这些问题,以及学生如何设计、调试和分析他们的CAN控制器。最后,我们总结了经验教训和未来的改进。
{"title":"An embedded CAN controller for a vehicle networking course project","authors":"G. Breaban, Martijn Koedam, J. Voeten, K. Goossens","doi":"10.1145/3005329.3005331","DOIUrl":"https://doi.org/10.1145/3005329.3005331","url":null,"abstract":"The automotive industry advances quickly, with new functionalities continuously being introducted. The Eindhoven University of Technology's Bachelor Automotive Programme prepares students for the subsequent Master education, for industry, and research. In this paper we present the infrastructure and the organisation of the third-year Vehicle Networking course that introduces the current and future automotive networks to students. In the practical part of the course the students use a multiprocessor platform to implement and test an embedded CAN controller. We present requirements and how we address them in the platform architecture, the server-based FPGA infrastructure, and how students design, debug, and analyse their CAN controller. We conclude with lessons learnt and future improvements.","PeriodicalId":317146,"journal":{"name":"Proceedings of the 2016 Workshop on Embedded and Cyber-Physical Systems Education","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124278073","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
Development of advanced driver assistance systems using LabVIEW and a car simulator 利用LabVIEW和汽车模拟器开发高级驾驶员辅助系统
Benedikt Janßen, P. Wehner, D. Göhringer, M. Hübner
Innovative approaches are required to face current academic challenges in engineering, such as increasing withdrawals from studies and a small number of female students. This article presents a remote lab exercise in the automotive domain targeting embedded system architectures and their programming. In the automotive industry, Electronic Control Units (ECUs) become more and more important. Advanced Driver Assistant Systems (ADAS) can help to increase safety and comfort. The efficient development of ADAS is therefore of high importance and mandatory for industrial competitiveness. Using the presented remote lab, students in electrical engineering and computer science can be introduced to this important topic in an early phase of their career. The exercise targets the development of an ECU that exemplary supports the driver in an everyday scenario. The development environment consists of National Instruments LabVIEW software connected to a car simulator.
需要创新的方法来面对当前工程领域的学术挑战,例如退学人数增加和女学生人数减少。本文介绍了汽车领域针对嵌入式系统体系结构及其编程的远程实验室练习。在汽车工业中,电子控制单元(ecu)变得越来越重要。高级驾驶辅助系统(ADAS)可以帮助提高安全性和舒适性。因此,ADAS的高效发展对于提升产业竞争力具有重要意义和强制性。利用所介绍的远程实验室,电气工程和计算机科学专业的学生可以在他们职业生涯的早期阶段就被介绍到这个重要的主题。该练习的目标是开发一种ECU,该ECU可在日常场景中为驾驶员提供示范支持。开发环境由美国国家仪器公司的LabVIEW软件连接到汽车模拟器组成。
{"title":"Development of advanced driver assistance systems using LabVIEW and a car simulator","authors":"Benedikt Janßen, P. Wehner, D. Göhringer, M. Hübner","doi":"10.1145/3005329.3005330","DOIUrl":"https://doi.org/10.1145/3005329.3005330","url":null,"abstract":"Innovative approaches are required to face current academic challenges in engineering, such as increasing withdrawals from studies and a small number of female students. This article presents a remote lab exercise in the automotive domain targeting embedded system architectures and their programming. In the automotive industry, Electronic Control Units (ECUs) become more and more important. Advanced Driver Assistant Systems (ADAS) can help to increase safety and comfort. The efficient development of ADAS is therefore of high importance and mandatory for industrial competitiveness. Using the presented remote lab, students in electrical engineering and computer science can be introduced to this important topic in an early phase of their career. The exercise targets the development of an ECU that exemplary supports the driver in an everyday scenario. The development environment consists of National Instruments LabVIEW software connected to a car simulator.","PeriodicalId":317146,"journal":{"name":"Proceedings of the 2016 Workshop on Embedded and Cyber-Physical Systems Education","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114352359","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
Towards integration of CPS and systems engineering in education 迈向CPS与系统工程在教育中的整合
Martin Törngren, E. Herzog
Education of future engineers and other stakeholders will be of paramount importance for designing, producing, procuring, operating and managing future Cyber-Physical Systems (CPS) of unprecedented complexity that will underpin most technological systems in society. We investigate the relation between CPS, Systems Engineering (SE) and the Conceive - Design - Implement -Operate (CDIO) engineering education initiative with the aim to find ways of improving current CPS education. With its emphasis on experiences with realistic engineering settings, lifecycle perspective and complementary skills in communication and collaboration, CDIO provides several ingredients that are essential for future engineers. SE with its set of best practices and systems thinking, provides guidelines and practices of strong relevance for most (if not all) engineering programs and especially for those involving the engineering of highly complex systems such as CPS. We conclude that applying a CDIO approach for a CPS program together with infusion of a suitable portion of SE practices appears to be a promising way forward to reform CPS programs. We discuss how such SE practices can be integrated into engineering programs and in particular propose aspects of SE that would be useful to incorporate into capstone courses (larger education projects in the final master level stages).
未来工程师和其他利益相关者的教育对于设计、生产、采购、操作和管理前所未有的复杂性的未来网络物理系统(CPS)至关重要,这将是社会中大多数技术系统的基础。本文探讨了CPS、系统工程(SE)和构思-设计-实施-操作(CDIO)工程教育之间的关系,旨在寻找改进当前CPS教育的途径。CDIO强调实际工程环境的经验、生命周期的观点以及沟通和协作的互补技能,为未来的工程师提供了几个必不可少的要素。SE与它的最佳实践和系统思维的集合,为大多数(如果不是全部的话)工程计划,特别是那些涉及高度复杂系统的工程,如CPS,提供了强有力的指导方针和实践。我们得出的结论是,将CDIO方法应用于CPS计划,并注入适当部分的SE实践,似乎是改革CPS计划的有希望的方法。我们讨论了如何将这些SE实践整合到工程项目中,并特别提出了SE的一些方面,这些方面对于整合到顶点课程(最终硕士水平阶段的大型教育项目)是有用的。
{"title":"Towards integration of CPS and systems engineering in education","authors":"Martin Törngren, E. Herzog","doi":"10.1145/3005329.3005335","DOIUrl":"https://doi.org/10.1145/3005329.3005335","url":null,"abstract":"Education of future engineers and other stakeholders will be of paramount importance for designing, producing, procuring, operating and managing future Cyber-Physical Systems (CPS) of unprecedented complexity that will underpin most technological systems in society. We investigate the relation between CPS, Systems Engineering (SE) and the Conceive - Design - Implement -Operate (CDIO) engineering education initiative with the aim to find ways of improving current CPS education. With its emphasis on experiences with realistic engineering settings, lifecycle perspective and complementary skills in communication and collaboration, CDIO provides several ingredients that are essential for future engineers. SE with its set of best practices and systems thinking, provides guidelines and practices of strong relevance for most (if not all) engineering programs and especially for those involving the engineering of highly complex systems such as CPS. We conclude that applying a CDIO approach for a CPS program together with infusion of a suitable portion of SE practices appears to be a promising way forward to reform CPS programs. We discuss how such SE practices can be integrated into engineering programs and in particular propose aspects of SE that would be useful to incorporate into capstone courses (larger education projects in the final master level stages).","PeriodicalId":317146,"journal":{"name":"Proceedings of the 2016 Workshop on Embedded and Cyber-Physical Systems Education","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128232266","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: 13
How can we get "lessons learned" from real cases? 我们如何从真实案例中得到“教训”?
K. Hisazumi, S. Ishida, Mitsuhiro Matsuda, Yukihiro Mihara, N. Uchihira
This paper proposes an education course that will allow developers to gain the skills to become aware of problems, learn how to cope with them, and prevent recurring problems. Through the case study, the course will give generalized knowledge that we can use another kind of product or technology. The course will utilize case studies to teach learners the skills they need. We conducted an experimental course according to the plan mentioned below. We did a half day course in Nagoya, Japan, with 21 trainees. All of the trainees belongs to industries in the area. We identifed that the proposed course works well. A few problems were identifed in the experimental course though, such as how to use the cases. The paper also includes one of the cases employed in our course. The case studies are based on the real problems in the industry.
本文提出了一个教育课程,允许开发人员获得意识到问题的技能,学习如何处理问题,并防止重复出现问题。通过案例研究,课程将给予我们可以使用另一种产品或技术的广义知识。该课程将利用案例研究来教授学习者所需的技能。我们按照下面提到的计划进行了一门实验课。我们在日本名古屋做了半天的课程,有21名学员。所有的学员都属于该地区的行业。我们认为提议的课程效果很好。然而,在实验过程中发现了一些问题,如如何使用案例。本文还包括我们课程中使用的一个案例。案例研究是基于行业中的实际问题。
{"title":"How can we get \"lessons learned\" from real cases?","authors":"K. Hisazumi, S. Ishida, Mitsuhiro Matsuda, Yukihiro Mihara, N. Uchihira","doi":"10.1145/3005329.3005334","DOIUrl":"https://doi.org/10.1145/3005329.3005334","url":null,"abstract":"This paper proposes an education course that will allow developers to gain the skills to become aware of problems, learn how to cope with them, and prevent recurring problems. Through the case study, the course will give generalized knowledge that we can use another kind of product or technology. The course will utilize case studies to teach learners the skills they need. We conducted an experimental course according to the plan mentioned below. We did a half day course in Nagoya, Japan, with 21 trainees. All of the trainees belongs to industries in the area. We identifed that the proposed course works well. A few problems were identifed in the experimental course though, such as how to use the cases. The paper also includes one of the cases employed in our course. The case studies are based on the real problems in the industry.","PeriodicalId":317146,"journal":{"name":"Proceedings of the 2016 Workshop on Embedded and Cyber-Physical Systems Education","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130162371","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
Project based courses in control cyber physical system co-design 基于项目的控制网络物理系统协同设计课程
Youngsoo Kim, Alan Chen, Shrikant S. Jadhav, C. Gloster, T. Le, Ping Hsu
Today's cyber-physical (CP) electronic system design includes hardware and software with intelligent sensing and controls. Those CP future applications use high definition images, videos and context information with interactions to the physical world through sensors and actuators. Senior level courses including embedded controls, FPGA design, and server side programming have been developed and tested in senior and undergraduate courses and senior design projects. The project based courses were designed and motivated by the Urban Information Systems, project for emerging Smart Cities. This paper reviews specific curricula, lab organization, hardware and software platforms, and preliminary results of offered courses in 2015--2016.
当今的网络物理(CP)电子系统设计包括具有智能传感和控制的硬件和软件。这些CP未来的应用将使用高清晰度图像、视频和上下文信息,并通过传感器和执行器与物理世界进行交互。高级课程包括嵌入式控制,FPGA设计,服务器端编程已经开发和测试在高级和本科课程和高级设计项目。基于项目的课程是由新兴智慧城市的城市信息系统项目设计和推动的。本文回顾了2015- 2016年开设课程的具体课程设置、实验室组织、软硬件平台和初步成果。
{"title":"Project based courses in control cyber physical system co-design","authors":"Youngsoo Kim, Alan Chen, Shrikant S. Jadhav, C. Gloster, T. Le, Ping Hsu","doi":"10.1145/3005329.3005333","DOIUrl":"https://doi.org/10.1145/3005329.3005333","url":null,"abstract":"Today's cyber-physical (CP) electronic system design includes hardware and software with intelligent sensing and controls. Those CP future applications use high definition images, videos and context information with interactions to the physical world through sensors and actuators. Senior level courses including embedded controls, FPGA design, and server side programming have been developed and tested in senior and undergraduate courses and senior design projects. The project based courses were designed and motivated by the Urban Information Systems, project for emerging Smart Cities. This paper reviews specific curricula, lab organization, hardware and software platforms, and preliminary results of offered courses in 2015--2016.","PeriodicalId":317146,"journal":{"name":"Proceedings of the 2016 Workshop on Embedded and Cyber-Physical Systems Education","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128790217","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: 8
Proceedings of the 2016 Workshop on Embedded and Cyber-Physical Systems Education 2016年嵌入式和网络物理系统教育研讨会论文集
{"title":"Proceedings of the 2016 Workshop on Embedded and Cyber-Physical Systems Education","authors":"","doi":"10.1145/3005329","DOIUrl":"https://doi.org/10.1145/3005329","url":null,"abstract":"","PeriodicalId":317146,"journal":{"name":"Proceedings of the 2016 Workshop on Embedded and Cyber-Physical Systems Education","volume":"191 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122229089","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
期刊
Proceedings of the 2016 Workshop on Embedded and Cyber-Physical Systems Education
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