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2019 IEEE International Smart Cities Conference (ISC2)最新文献

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An IoT Enabled Traffic Light Controllers Synchronization Method for Road Traffic Congestion Mitigation 基于物联网的交通信号灯控制器同步方法缓解道路交通拥堵
Pub Date : 2019-10-01 DOI: 10.1109/ISC246665.2019.9071667
Dex R. Aleko, S. Djahel
Road traffic congestion is among the most challenging issues of the 21st century due to its devastating impact on the environment, the economy and the population health. To support the ongoing efforts in efficiently dealing with this issue we leverage the Internet of Things (IoT) sensing capabilities and develop an original synchronisation method to efficiently adapt traffic light phases in a way that significantly reduce urban road traffic congestion. We particularly focus on reducing congestion in city centres during afternoon peak hours where most drivers travel using arterial roads to exit the city centre to reach their homes. We achieved this by designing a novel Traffic Lights Controller (TLC) synchronization system that allows vehicles leaving the city centre to travel a long distance without stopping (i.e., minimizing the number of occurrence of ’stop and go’ phenomenon). The performance evaluation results of our method using the microscopic road traffic simulator SUMO reveal that it achieves a reduction of up to 39% in the average travel time compared to non-synchronized fixed time TLCs.
道路交通拥堵是21世纪最具挑战性的问题之一,因为它对环境、经济和人口健康具有破坏性影响。为了支持有效处理这一问题的持续努力,我们利用物联网(IoT)传感能力,开发了一种原始的同步方法,以有效地适应红绿灯阶段,从而显著减少城市道路交通拥堵。我们特别注重在下午高峰时段减少市中心的拥堵,因为大多数司机都要走主干道离开市中心回家。我们通过设计一种新颖的交通灯控制器(TLC)同步系统来实现这一目标,该系统允许离开市中心的车辆在不停车的情况下行驶很长一段距离(即最大限度地减少“走走停停”现象的发生次数)。使用微观道路交通模拟器SUMO的性能评估结果表明,与非同步固定时间TLCs相比,该方法的平均旅行时间减少了39%。
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引用次数: 9
Secure Encryption by Combining Asymmetric and Symmetric Cryptographic Method for Data Collection WSN in smart Agriculture 基于非对称与对称相结合的智能农业WSN数据采集安全加密
Pub Date : 2019-10-01 DOI: 10.1109/ISC246665.2019.9071658
Adoté François-Xavier Ametepe, S. A. R. M. Ahouandjinou, E. C. Ezin
The exponential outgrowth of wireless sensor networks and the Internet of Things with emerging of cheap applications are facilitating this age, when all things are becoming smarter, wireless and more connected. Designing a secure, a scalable, a robust, and a reliable WSN needs sufficient knowledge to overcome the inherited limitations of storage capacity, processing power, and communication range. According to [4], cryptographic techniques and key management tools to bring computational and space challenges to resource constraint hardware. In this paper, we design a secure service architecture for data transmission in an intelligent network for a crop monitoring in agriculture fields. The proposed cryptosystem using an hybrid approach by combining asymmetric and symmetric of cryptographic depending on architecture level The first experiments results obtained by using sensors such as ATMega, MSP and Raspberry range are very encouraging and support our idea.
随着廉价应用程序的出现,无线传感器网络和物联网的指数级增长正在促进这个时代的发展,所有的东西都变得更智能、无线和更互联。设计一个安全、可扩展、健壮和可靠的WSN需要足够的知识来克服存储容量、处理能力和通信范围的固有限制。根据[4],加密技术和密钥管理工具给资源受限的硬件带来计算和空间方面的挑战。本文设计了一种用于农田作物监测的智能网络数据传输的安全服务体系结构。利用ATMega、MSP和Raspberry range等传感器所获得的第一个实验结果非常鼓舞人心,支持了我们的想法。
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引用次数: 8
Design and Development of Webportal for Cervical cancer Diagnosis using MobileODT Images 基于MobileODT图像的宫颈癌诊断门户网站的设计与开发
Pub Date : 2019-10-01 DOI: 10.1109/ISC246665.2019.9071683
B. JennyferSusanM., P. Subashini
Cervical cancer remains one of the major public health issues in India. Lack of awareness, ignorance and unwillingness to participate in clinical test are identified as the major causes for the high growth rate of cervical cancer. In point of view it is understood that cervical cancer is curable at its early stage. The screening programs in women are simple through MobileODT diagnosis approach. It can be achieved through creating awareness in women in both rural and urban areas which help them to process for further treatment. Therefore, a significant effort is proposed for creating awareness and to develop a web model for supporting women in preventing and saving them from cervical cancer. A web portal is developed where the patient and doctors will be provided authentication access. It consists of Patient clinical summary and Doctor’s Evaluation in which the original cervix screened image through MobileODT and the result obtained and examined will be displayed. In the denonising process proposed image analysis model, filter like average filter and median filter are applied for denonising process. This helps the doctors to analyses the screened image effectively in the final analysis. Patient Clinical summary will consist of the patient demographic report and Physician advice for the screened image that helps the doctors and patient to interact with each other and bring out the significance of cervical cancer and also help to take effective treatment for cervical cancer at the initial stage itself.
宫颈癌仍然是印度主要的公共卫生问题之一。缺乏认识、无知和不愿参与临床试验是宫颈癌高增长的主要原因。从这个角度来看,宫颈癌在早期阶段是可以治愈的。通过MobileODT诊断方法,妇女的筛查方案很简单。这可以通过提高农村和城市地区妇女的认识来实现,这有助于她们争取进一步治疗。因此,建议作出重大努力,提高人们的认识,并开发一个网络模式,以支持妇女预防宫颈癌并使她们免于患宫颈癌。开发了一个门户网站,为患者和医生提供身份验证访问。由“患者临床总结”和“医生评估”两部分组成,其中显示通过MobileODT筛查宫颈的原始图像以及获得和检查的结果。在所提出的图像分析模型的去噪过程中,采用了平均滤波器和中值滤波器等滤波器进行去噪。这有助于医生在最终分析中有效地分析所筛选的图像。患者临床总结将包括患者人口统计报告和医生对筛查图像的建议,这有助于医生和患者相互交流,揭示宫颈癌的意义,也有助于在宫颈癌初期采取有效的治疗措施。
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引用次数: 1
Analysis of Wastewater Production to Implement Circular Economy Solutions in a Smart Cities University Campus Living Lab 在智慧城市大学校园生活实验室中实施循环经济解决方案的废水生产分析
Pub Date : 2019-10-01 DOI: 10.1109/ISC246665.2019.9071711
Mercedes Gabriela Servin Aguilar, V. L. Rosillo, Cesar Omar Mora Perez, Ma. Roció Maciel Arellano, J. R. Beltrán-Ramírez, Jose Antonio Orizaga Trejo
The smart management of water resources needs to be addressed urgently, especially in “water-scarce” nations. Mexico not only is the eleventh most populated country in the world, but also has a higher urbanization rate than the global average. By 2010, seventy eight percent of inhabitants lived in cities; where the challenges of distributing resources to maintain a good quality of life still exist. Approximately eighty million Mexicans experience a lack of water provisioning for at least a month and twenty million citizens continue with severe shortages during more than half a year. Guadalajara is the second biggest city in Mexico and it has launched macro projects that have not met expectations. Therefore, this paper aims to propose a scalable solution, transforming traditional practices into Smart Cities ones. This analysis considers a circular economy model using information technologies to simulate the wastewater flows at the Living Lab of a University of Guadalajara Campus and evaluate the efficiency rate of two scenarios with a virtual bioreactor in comparison with published data of an existing treatment plant in Mexico City.
水资源的智能管理需要紧急处理,特别是在“缺水”的国家。墨西哥不仅是世界上人口第11多的国家,而且城市化率也高于全球平均水平。到2010年,78%的居民居住在城市;分配资源以维持良好生活质量的挑战仍然存在。大约8000万墨西哥人缺水至少一个月,2000万公民在半年多的时间里继续严重缺水。瓜达拉哈拉是墨西哥第二大城市,它启动的宏观项目没有达到预期。因此,本文旨在提出一种可扩展的解决方案,将传统实践转化为智慧城市实践。本分析考虑使用信息技术的循环经济模型来模拟瓜达拉哈拉大学校园生活实验室的废水流,并通过虚拟生物反应器与墨西哥城现有处理厂公布的数据进行比较,评估两种方案的效率。
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引用次数: 1
Towards Achieving Semantic Interoperability in an IoT-enabled Smart Campus 迈向实现物联网智能校园的语义互操作性
Pub Date : 2019-10-01 DOI: 10.1109/ISC246665.2019.9071694
S. Nagowah, H. Sta, B. Gobin-Rahimbux
Smart campuses are smart communities that have evolved from concepts of a smart city. With the adoption of latest and advanced technologies like the Internet of Things (IoT), smart campuses aim to provide timely services and reduce operational costs and time. The IoT brings connectivity to about every objects found in the physical space ranging from connected fridges and cars to cities. The technologies and systems in a smart environment represent knowledge in different ways and languages, thus leading to interoperability problems. To ensure a common understanding of the meaning of the content (information) being exchanged by the systems, formal ways are required to express system requirements and capabilities. This makes semantic interoperability a challenging research problem to support seamless and heterogeneous communications in IoT. The paper therefore aims to resolve semantic interoperability by identifying issues and requirements for a semantic model in an IoT-enabled smart campus.
智慧校园是由智慧城市概念演变而来的智慧社区。随着物联网(IoT)等最新先进技术的采用,智慧校园旨在提供及时的服务,减少运营成本和时间。物联网为物理空间中的几乎所有物体带来了连接,从连接的冰箱、汽车到城市。智能环境中的技术和系统以不同的方式和语言表示知识,从而导致互操作性问题。为了确保对系统交换的内容(信息)的含义有共同的理解,需要用正式的方式来表达系统需求和功能。这使得语义互操作性成为一个具有挑战性的研究问题,以支持物联网中的无缝和异构通信。因此,本文旨在通过识别支持物联网的智能校园中语义模型的问题和要求来解决语义互操作性。
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引用次数: 6
Official Document Management for Government Service in Indonesia using Smart Contract 使用智能合约的印度尼西亚政府服务官方文件管理
Pub Date : 2019-10-01 DOI: 10.1109/ISC246665.2019.9071643
I. B. Nugraha, Y. Bandung, Ahmad Zaky
In general, the electronic official documents system is designed with a centralized system and managed by each government agency, so that data and records of official documents process activities are stored in a centralized database and managed by a single organizational unit. However, there are some disadvantages of this centralized system, especially in the workflow of official documents that involve more than one organizational unit. i.e. dependence on third parties which is the sole authority of the official documents data management. If there is a system failure there is a certain period of time, it will increase the activity cycle time and decrease activity time efficiency in the official documents business process. The blockchain-based solution described in this paper is to avoid the occurrence of delay times during the activity cycle time in business processes when a system failure occurs which can cause a decrease in activity time efficiency. Blockchain makes the official documents system become “Trusless Operation” with each participant of different organizational unit having a copy of transaction data through a consensus mechanism. The simulation results show that our system can reduce time delay in activity cycle time during a system failure as long as the number of faulty peers within the tolerance limit so that it can increase the activity time efficiency.
一般来说,电子公文系统采用集中系统设计,由政府各部门管理,使公文处理活动的数据和记录存储在一个集中的数据库中,由一个组织单位管理。然而,这种集中式系统也存在一些缺点,特别是在涉及多个组织单位的公文工作流程中。即依赖第三方是官方文件数据管理的唯一权威。如果系统在一定时间内出现故障,会增加公文业务流程的活动周期时间,降低活动时间效率。本文描述的基于区块链的解决方案是为了避免在业务流程的活动周期时间内发生系统故障导致活动时间效率降低的延迟时间。区块链通过共识机制使公文系统成为“无信任操作”,不同组织单位的每个参与者都有一份交易数据副本。仿真结果表明,在系统发生故障时,只要故障节点的数量在允许范围内,系统就可以减少活动周期时间的时间延迟,从而提高活动时间效率。
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引用次数: 2
A SDN based approach to improve energy consumption in wireless ad hoc network 一种基于SDN的无线自组网能耗改进方法
Pub Date : 2019-10-01 DOI: 10.1109/ISC246665.2019.9071739
Mahamadi Boulou, Tiguiane Yélémou, Pegdwindé Justin Kouraogo, Doda Afoussatou Rollande, H. Sta
Ad-hoc wireless networks are increasingly being used in communications especially in surveillance situations in unfriendly environments. Energy management problem of these communicating autonomous nodes is a major handicap especially for countries with limited financial resources. Indeed, the lifespan of this type of network is that of a few nodes. In this article, we propose the use of Software-Defined Networking (SDN) technology to optimize energy consumption in these nodes. In our approach, establishment and maintenance of path is provided by a controller. Nodes focus on packet switching. This approach is implemented in the well known reactive routing protocol, Ad hoc On-demand Distance Vector (AODV). Analysis of performances of this new protocol, SDN based AODV (S-AODV), that we propose, shows that, comparing with the standard AODV, we significantly improve nodes energy consumption and thus the lifespan of these types of networks, routing load and path establishment delay.
自组织无线网络越来越多地用于通信,特别是在不友好环境中的监视情况。这些通信自治节点的能源管理问题是一个主要障碍,特别是对于财政资源有限的国家。事实上,这种类型的网络的生命周期是少数节点的生命周期。在本文中,我们建议使用软件定义网络(SDN)技术来优化这些节点的能耗。在我们的方法中,路径的建立和维护是由控制器提供的。节点专注于分组交换。这种方法是在众所周知的响应路由协议中实现的,即Ad hoc按需距离矢量(AODV)。我们提出的基于SDN的AODV (S-AODV)新协议的性能分析表明,与标准AODV相比,我们显著改善了节点能耗,从而改善了这些类型网络的寿命、路由负载和路径建立延迟。
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引用次数: 0
Bridging the Digital Divide in an African Smart City 弥合非洲智慧城市的数字鸿沟
Pub Date : 2019-10-01 DOI: 10.1109/ISC246665.2019.9071771
N. J. V. Rensburg, A. Matheri, Johan Meyer
Sustainable transformation of cities is only possible when conducted in a smart way. This research assessed the impact of rolling out free Wi-Fi networks and online services in Johannesburg, South Africa as it relates to the sustainable development of vulnerable communities. Informed by the early adopters of a free Wi-Fi network provided by the City of Johannesburg, participating in the Johannesburg digital ambassadors training programme, the research evaluated smart city enablement in the City of Johannesburg. The case study reviewed relevant smart city metrics and compared to the standard for sustainable development of communities (BS ISO 37120:2014), evaluate indicators for city services and quality of life to identih$gamma $ design criteria for future developments. The results from this study contribute to the enablement of smart city infrastructure development geared toward capacitating vulnerable and previously digitally disadvantaged communities.
只有以明智的方式进行,城市的可持续转型才有可能。本研究评估了在南非约翰内斯堡推出免费Wi-Fi网络和在线服务对弱势社区可持续发展的影响。根据约翰内斯堡市提供的免费Wi-Fi网络的早期采用率,参与约翰内斯堡数字大使培训计划,该研究评估了约翰内斯堡市的智慧城市实现情况。案例研究回顾了相关的智慧城市指标,并与社区可持续发展标准(BS ISO 37120:2014)进行了比较,评估了城市服务和生活质量指标,以确定未来发展的$gamma $设计标准。本研究的结果有助于实现智慧城市基础设施的发展,旨在使弱势群体和以前处于数字劣势的社区获得能力。
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引用次数: 2
Orthus: A Blockchain Platform for Smart Cities Orthus:智慧城市的区块链平台
Pub Date : 2019-10-01 DOI: 10.1109/ISC246665.2019.9071761
S. Loss, N. Cacho, João Marcos do Valle, Frederico Lopes
Currently, blockchain has been widely used to store decentralised and secure transactions involving cryptocurrency (for instance, Bitcoin solution). On the other hand, smart city applications are concerned about how data and services can be safely stored and shared. In this regard, this article investigates the use of blockchain and pinpoints a set of essential requirements to meet the needs of blockchain for the context of smart cities. Base on that, we propose a platform, named Orthus, to support the use of blockchain in smart city initiatives. We have demonstrated how to use the proposed platform in the context of the Natal Smart City Initiative, in Brazil, to handle land registration. Finally, we compare this platform with other implementations that use blockchain in different domains.
目前,区块链已被广泛用于存储涉及加密货币的分散和安全交易(例如,比特币解决方案)。另一方面,智慧城市应用关注的是如何安全地存储和共享数据和服务。在这方面,本文调查了区块链的使用,并指出了一组基本要求,以满足智慧城市背景下区块链的需求。在此基础上,我们提出了一个名为Orthus的平台,以支持在智慧城市计划中使用区块链。我们已经演示了如何在巴西纳塔尔智慧城市倡议的背景下使用拟议的平台来处理土地登记。最后,我们将该平台与其他在不同领域使用区块链的实现进行了比较。
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引用次数: 6
Multi-objective Eco-routing in a Distributed Routing Framework 分布式路由框架中的多目标生态路由
Pub Date : 2019-10-01 DOI: 10.1109/ISC246665.2019.9071744
Lama Alfaseeh, Shadi Djavadian, R. Tu, B. Farooq, M. Hatzopoulou
A multi-objective eco-routing is developed and implemented in a real-time dynamic routing system based on a distributed network of intelligent intersections and connected & autonomous vehicles (CAVs). The performance of the proposed eco-routing system and its impact on travel time (TT), vehicle kilometres travelled (VKT), greenhouse gas (GHG), and Nitrogen Oxide (NOx) emissions are analyzed on Downtown Toronto network in an agent-based traffic simulation platform. A comparison between estimation approaches of TT based on two levels of spatial and temporal resolution is applied. The results showed that routing to optimize TT while adopting higher level of spatial and temporal resolution is the best among the single objective routing scenarios. Multi-objective routing strategies further reduced TT, GHG, and NOx when comparing to routing solely based on TT. Estimation approach based on a higher level of disaggregation produced substantially better results due to its ability to capture traffic characteristics more efficiently.
在基于智能交叉口和自动驾驶汽车(cav)分布式网络的实时动态路由系统中开发并实现了多目标生态路由。在基于agent的交通模拟平台上,以多伦多市中心网络为例,分析了生态路线系统的性能及其对出行时间(TT)、车辆行驶公里数(VKT)、温室气体(GHG)和氮氧化物(NOx)排放的影响。比较了基于两个时空分辨率水平的TT估计方法。结果表明,在单目标路由方案中,采用更高时空分辨率的优化TT路由方案效果最好。与仅基于TT的路由相比,多目标路由策略进一步降低了TT、GHG和NOx。基于更高层次分解的估计方法产生了更好的结果,因为它能够更有效地捕获流量特征。
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引用次数: 7
期刊
2019 IEEE International Smart Cities Conference (ISC2)
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