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2017 Global Internet of Things Summit (GIoTS)最新文献

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Internet of Things for smart homes: Lessons learned from the SPHERE case study 智能家居的物联网:从SPHERE案例研究中获得的经验教训
Pub Date : 2017-08-24 DOI: 10.1109/GIOTS.2017.8016226
Atis Elsts, G. Oikonomou, Xenofon Fafoutis, R. Piechocki
Building large-scale low-power Internet of Things (IoT) systems remains a challenge, as these systems have to meet the requirements of reliability, robustness, and energy-efficiency while running on resource-restricted microcontrollers without memory protection. In this paper we present the case study of IoT in SPHERE (Sensor Platform for HEalthcare in a Residential Environment), a project with the objective to develop a multipurpose, multi-modal sensor platform for monitoring people's health inside their homes. Atypically for academic projects, in 2017 the SPHERE software is going to be deployed in a 100-home study in volunteer homes, therefore it has to satisfy many real-world requirements. We discuss the requirements for IoT networking in this project, the IoT architecture (built on top of Contiki OS), software engineering challenges and lessons learned, as well as some of the general aspects that still make embedded low-power IoT software development difficult.
构建大规模低功耗物联网(IoT)系统仍然是一个挑战,因为这些系统必须满足可靠性、鲁棒性和能源效率的要求,同时运行在没有内存保护的资源受限的微控制器上。在本文中,我们介绍了物联网在SPHERE(住宅环境中医疗保健传感器平台)中的案例研究,该项目旨在开发一个多用途、多模式的传感器平台,用于监测人们在家中的健康状况。对于学术项目来说,2017年SPHERE软件将被部署在志愿者家庭的100个家庭研究中,因此它必须满足许多现实世界的需求。我们在这个项目中讨论了物联网网络的需求,物联网架构(建立在Contiki操作系统之上),软件工程的挑战和经验教训,以及一些仍然使嵌入式低功耗物联网软件开发困难的一般方面。
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引用次数: 21
The challenge of OwnData service features: A step towards an informed choice of an OwnData service OwnData服务特性的挑战:向OwnData服务的明智选择迈出了一步
Pub Date : 2017-06-06 DOI: 10.1109/GIOTS.2017.8016283
J. Frecè
The goal of this paper is to raise awareness to the fact that the choice of data storage system is an increasingly significant one to make and to propose a number of dimensions to categorize such systems in a simple yet meaningful way. Many data subjects already use some kind of data service to store their messages, pictures, music, videos, etc. and in the light of increasing data production and a growing number of databased services, this trend is expected to continue. Advancing from storing pop songs to storing personal health or geo-location data, however, requires data subjects to get themselves acquainted with the quality features of data storage providers, should they wish to make an informed decision. The introduction chapter explores the consequences of the GDPR implementation in the European Union regarding the expectations towards storage of personal data, while the subsequent chapter explains the labeling decisions in this paper. The two ensuing chapters present the quality criteria for data storage widely used in contemporary reviews and completes them with additional dimensions advocated for by the author. In a final step, a quick assessment of popular data storage providers is made, using the discussed dimensions, to demonstrate the categorical imbalance in the data storage provider community.
本文的目的是提高人们对数据存储系统的选择越来越重要这一事实的认识,并提出了一些维度,以一种简单而有意义的方式对这些系统进行分类。许多数据主体已经在使用某种数据服务来存储他们的信息、图片、音乐、视频等,随着数据产量的增加和数据库服务的增加,这一趋势预计将持续下去。然而,从存储流行歌曲发展到存储个人健康或地理位置数据,需要数据主体了解数据存储提供商的质量特征,如果他们希望做出明智的决定。导论章探讨了欧盟实施GDPR对个人数据存储的期望的后果,而随后的章节解释了本文中的标签决定。随后的两章提出了当代评论中广泛使用的数据存储的质量标准,并以作者所提倡的额外维度完成了这些标准。在最后一步中,使用所讨论的维度对流行的数据存储提供商进行快速评估,以证明数据存储提供商社区中的分类不平衡。
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引用次数: 0
Addressing behavioral change towards energy efficiency in European educational buildings 解决欧洲教育建筑节能行为的变化
Pub Date : 2017-06-06 DOI: 10.1109/GIOTS.2017.8016258
Georgios Mylonas, Dimitrios Amaxilatis, H. Leligou, T. Zahariadis, E. Zacharioudakis, Jörg Hofstätter, Andreas Friedl, F. Paganelli, G. Cuffaro, Jimm Lerch
Energy consumption reserves a large portion of the budget for school buildings. At the same time, the students that use such facilities are the adults of the years to come and thus, should they embrace energy-aware behaviors, then sustainable results with respect to energy efficiency are anticipated. GAIA is a research project targeting this user domain, proposing a set of applications that a) aims at raising awareness, prompting action and fostering engagement in energy efficiency enhancement, and b) is adaptable to the needs of each facility/community. This application set relies on an IoT sensing infrastructure, as well as on the use of humans as sensors to create situational awareness.
能源消耗占校舍预算的很大一部分。与此同时,使用这些设施的学生是未来几年的成年人,因此,如果他们接受能源意识的行为,那么就可以预期能源效率方面的可持续结果。GAIA是一个针对这一用户领域的研究项目,提出了一套应用程序,a)旨在提高认识,促使行动和促进参与提高能源效率,b)可适应每个设施/社区的需求。该应用程序集依赖于物联网传感基础设施,以及使用人类作为传感器来创建态势感知。
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引用次数: 13
Identifying parking spaces & detecting occupancy using vision-based IoT devices 使用基于视觉的物联网设备识别停车位和检测占用情况
Pub Date : 2017-06-06 DOI: 10.1109/GIOTS.2017.8016227
Xiao Ling, Jie Sheng, O. Baiocchi, Xing Liu, Matthew E. Tolentino
The increasing number of vehicles in high density, urban areas is leading to significant parking space shortages. While systems have been developed to enable visibility into parking space vacancies for drivers, most rely on costly, dedicated sensor devices that require high installation costs. The proliferation of inexpensive Internet of Things (IoT) devices enables the use of compute platforms with integrated cameras that could be used to monitor parking space occupancy. However, even with camera-captured images, manual specification of parking space locations is required before such devices can be used by drivers after device installation. In this paper, we leverage machine learning techniques to develop a method to dynamically identify parking space topologies based on parked vehicle positions. More specifically, we designed and evaluated an occupation detection model to identify vacant parking spaces. We built a prototype implementation of the whole system using a Raspberry Pi and evaluated it on a real-world urban street near the University of Washington campus. The results show that our clustering-based learning technique coupled with our occupation detection pipeline is able to correctly identify parking spaces and determine occupancy without manual specication of parking space locations with an accuracy of 91%. By dynamically aggregating identied parking spaces from multiple IoT devices using Amazon Cloud Services, we demonstrated how a complete, city-wide parking management system can be quickly deployed at low cost.
在高密度的城市地区,越来越多的车辆导致了严重的停车位短缺。虽然已经开发出了能够让司机看到停车位空缺的系统,但大多数系统都依赖于昂贵的专用传感器设备,需要高昂的安装成本。廉价物联网(IoT)设备的普及使得集成摄像头的计算平台能够用于监控停车位占用情况。然而,即使有摄像头拍摄的图像,在安装设备后,司机可以使用这些设备之前,也需要手动指定停车位的位置。在本文中,我们利用机器学习技术开发了一种基于停放车辆位置动态识别停车位拓扑的方法。更具体地说,我们设计并评估了一个占用检测模型来识别空置的停车位。我们使用树莓派构建了整个系统的原型实现,并在华盛顿大学校园附近的现实城市街道上对其进行了评估。结果表明,我们的基于聚类的学习技术与我们的占用检测管道相结合,能够在不需要手动指定停车位位置的情况下正确识别停车位并确定占用率,准确率达到91%。通过使用亚马逊云服务动态聚合来自多个物联网设备的已识别停车位,我们展示了如何以低成本快速部署完整的全市停车管理系统。
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引用次数: 36
Towards an IoT framework for semantic and organizational interoperability 实现语义和组织互操作性的物联网框架
Pub Date : 2017-06-06 DOI: 10.1109/GIOTS.2017.8016253
Ivana Podnar Žarko, S. Soursos, I. Gojmerac, Elena Garrido Ostermann, G. Insolvibile, M. Plóciennik, P. Reichl, G. Bianchi
While the current highly fragmented Internet of Things (IoT) ecosystem is characterized by an increasing number of platforms, their interoperability and collaboration is quite challenging to achieve, even more so due to numerous standardization initiatives. However, interoperability remains essential for future IoT deployments to facilitate the emergence of novel cross-domain applications and business opportunities. In this paper we present the interoperability approach pursued by the H2020 project symbIoTe which aims at creating a flexible interoperability framework supporting both semantic and organizational interoperability. While semantic interoperability, as a prerequisite for platform cooperation, has been widely addressed in literature, symbIoTe goes a step further to propose novel aspects of organizational interoperability by introducing a concept of IoT platform federations and roaming IoT devices. We present the symbIoTe architecture, highlight its major technical contributions, and provide an overview of current system implementation with focus on Cloud-based services which create a new perspective on IoT interoperability.
虽然当前高度分散的物联网(IoT)生态系统的特点是平台数量不断增加,但实现它们的互操作性和协作相当具有挑战性,由于众多标准化计划,更是如此。然而,互操作性对于未来的物联网部署仍然至关重要,以促进新的跨域应用和商业机会的出现。在本文中,我们介绍了H2020项目symbIoTe所追求的互操作性方法,该项目旨在创建一个支持语义和组织互操作性的灵活互操作性框架。虽然语义互操作性作为平台合作的先决条件已在文献中得到广泛讨论,但symbIoTe通过引入物联网平台联盟和漫游物联网设备的概念,进一步提出了组织互操作性的新方面。我们介绍了symbIoTe架构,强调了其主要的技术贡献,并提供了当前系统实现的概述,重点是基于云的服务,这为物联网互操作性创造了一个新的视角。
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引用次数: 26
Improving life quality for the elderly through the Social Internet of Things (SIoT) 通过社会物联网(SIoT)改善老年人的生活质量
Pub Date : 2017-06-06 DOI: 10.1109/GIOTS.2017.8016215
V. Miori, Dario Russo
The average age of the world's population is increasing, and life expectancy will increase by an extra 10 years by the year 2050. The growing number of older adults increases the demands on public health systems and the related care costs. The use of information and communication technologies (ICT) to support integrated healthcare services in elderly homecare can make an important contribution to reducing such costs. The SOCIALIZE AAL project aims to create a new reference platform for the elderly by applying technological solutions to simplify their daily activities and the means by which they access dedicated services in order to improve their quality of life. This paper describes the Elderly Monitoring service — an IoT module of the SOCIALIZE platform, whose aim is to collect environmental and physical user data so that they can be supervised by medical and caregiver staffs.). The system has been designed to enable easy addition and/or substitution of new services and devices within the environment. To this end, the service implements a framework that enables heterogeneous devices belonging to different domotic systems and protocols to directly share data, thereby implementing an infrastructure suitable for the fulfillment of a real Social IoT (SIoT)
世界人口的平均年龄正在增加,到2050年,预期寿命将再增加10岁。老年人数量的增加增加了对公共卫生系统和相关护理费用的需求。利用信息和通信技术支持老年人家庭护理中的综合保健服务,可对降低此类费用作出重要贡献。SOCIALIZE AAL项目旨在为老年人创建一个新的参考平台,通过应用技术解决方案来简化他们的日常活动和获得专门服务的手段,以提高他们的生活质量。本文介绍了老年人监测服务-社会化平台的物联网模块,其目的是收集环境和物理用户数据,以便他们可以由医疗和护理人员进行监督。该系统被设计为能够在环境中轻松添加和/或替换新的服务和设备。为此,该服务实现了一个框架,使属于不同国内系统和协议的异构设备能够直接共享数据,从而实现适合实现真正的社会物联网(SIoT)的基础设施。
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引用次数: 33
Enabling CoAP into the swarm: A transparent interception CoAP-HTTP proxy for the Internet of Things 启用CoAP进入集群:为物联网提供透明拦截CoAP- http代理
Pub Date : 2017-06-06 DOI: 10.1109/GIOTS.2017.8016220
J. Esquiagola, L. Costa, Pablo Calcina, M. Zuffo
A major challenge in interconnecting billions of computing devices in the Internet of Things (IoT) is interoperability. One approach that is gaining momentum is the Web of Things, that uses web architecture and web standards as a framework for creating IoT applications. Two main protocols are used in the application layer of the Web of Things: HTTP and CoAP. This work presents the conception, design, and evaluation of an Interception Proxy for HTTP and CoAP interoperability. The proposed proxy preserves the organic nature of the Swarm, by allowing a transparent discovery and communication among devices. In this proposal, the proxy constitutes an independent entity that intercepts Swarm communications, and performs the mapping between HTTP and CoAP or vice versa, thus, extending the interaction capabilities of the network. The implementation is based on an existing library and the validation results show the correct functionality of the proxy and its ability of operating in Swarm scenarios.
在物联网(IoT)中连接数十亿计算设备的主要挑战是互操作性。一种正在获得动力的方法是物联网,它使用网络架构和网络标准作为创建物联网应用程序的框架。在物联网的应用层中主要使用两个协议:HTTP和CoAP。这项工作提出了HTTP和CoAP互操作性的拦截代理的概念、设计和评估。通过允许设备之间透明的发现和通信,提议的代理保留了Swarm的有机性质。在本提案中,代理构成一个独立的实体,拦截Swarm通信,并在HTTP和CoAP之间进行映射,反之亦然,从而扩展了网络的交互能力。该实现基于现有库,验证结果显示代理的正确功能及其在Swarm场景中运行的能力。
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引用次数: 15
Energy efficient heart rate sensing using a painted electrode ECG wearable 使用可穿戴式彩绘电极的节能心率传感
Pub Date : 2017-06-06 DOI: 10.1109/GIOTS.2017.8016260
Sammy Krachunov, Christopher Beach, A. Casson, James Pope, Xenofon Fafoutis, R. Piechocki, I. Craddock
Many countries are facing burdens on their health care systems due to ageing populations. A promising strategy to address the problem is to allow selected people to remain in their homes and be monitored using recent advances in wearable devices, saving in-hospital resources. With respect to heart monitoring, wearable devices to date have principally used optical techniques by shining light through the skin. However, these techniques are severely hampered by motion artifacts and are limited to heart rate detection. Further, these optical devices consume a large amount of power in order to receive a sufficient signal, resulting in the need for frequent battery recharging. To address these shortcomings we present a new wrist ECG wearable that is similar to the clinical approach for heart monitoring. Our device weighs less than 30 g, and is ultra low power, extending the battery lifetime to over a month to make the device more appropriate for in-home health care applications. The device uses two electrodes activated by the user to measure the voltage across the wrists. The electrodes are made from a flexible ink and can be painted on to the device casing, making it adaptable for different shapes and users. In this paper we show how the ECG sensor can be integrated into an existing IoT wearable and compare the device's accuracy against other common commercial devices.
由于人口老龄化,许多国家的卫生保健系统面临负担。解决这一问题的一个有希望的策略是允许选定的人留在家中,并使用最新进展的可穿戴设备进行监测,从而节省医院资源。就心脏监测而言,迄今为止可穿戴设备主要使用通过皮肤照射光线的光学技术。然而,这些技术受到运动伪影的严重阻碍,并且仅限于心率检测。此外,为了接收足够的信号,这些光学设备消耗了大量的功率,导致需要频繁地给电池充电。为了解决这些缺点,我们提出了一种新的手腕ECG可穿戴设备,类似于心脏监测的临床方法。我们的设备重量不到30克,超低功耗,电池寿命延长到一个多月,使设备更适合家庭医疗保健应用。该设备使用用户激活的两个电极来测量手腕上的电压。电极由柔性墨水制成,可以涂在设备外壳上,使其适应不同的形状和用户。在本文中,我们展示了如何将ECG传感器集成到现有的物联网可穿戴设备中,并将该设备的准确性与其他常见商用设备进行了比较。
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引用次数: 25
A serious game enhancing social tenants' behavioral change towards energy efficiency 一个严肃的游戏,促进社会租户对能源效率的行为改变
Pub Date : 2017-06-06 DOI: 10.1109/GIOTS.2017.8016257
M. Casals, M. Gangolells, M. Macarulla, A. Fuertes, V. Vimont, L. M. Pinho
The energy consumption of the current building stock represents about 40% of the total final energy consumption in Europe. New gamification techniques may play a significant role in helping users adopt new and more energy efficient behaviours. This paper presents the advances achieved within the context of the EU-funded project EnerGAware — Energy Game for Awareness of energy efficiency in social housing communities. The main objective of the project, funded by the European Union under the Horizon2020 programme, is to reduce the energy consumption and carbon emissions in a sample of European social housing by changing the energy efficiency behaviour of the social tenants through the implementation of a serious game linked to the real energy use of the participants' homes.
目前的建筑能耗约占欧洲最终总能耗的40%。新的游戏化技术可能在帮助用户采用新的和更节能的行为方面发挥重要作用。本文介绍了在欧盟资助的项目EnerGAware背景下取得的进展-社会住房社区能源效率意识的能源游戏。该项目的主要目标是由欧盟在Horizon2020计划下资助,通过实施与参与者家庭实际能源使用相关的严肃游戏,改变社会租户的能源效率行为,从而减少欧洲社会住房样本的能源消耗和碳排放。
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引用次数: 22
Securing user identity and transactions symbiotically: IoT meets blockchain 保护用户身份和交易共生:物联网满足区块链
Pub Date : 2017-06-06 DOI: 10.1109/GIOTS.2017.8016280
D. W. Kravitz, Jason Cooper
Swarms of embedded devices provide new challenges for privacy and security. We propose Permissioned Blockchains as an effective way to secure and manage these systems of systems. A long view of blockchain technology yields several requirements absent in extant blockchain implementations. Our approach to Permissioned Blockchains meets the fundamental requirements for longevity, agility, and incremental adoption. Distributed Identity Management is an inherent feature of our Permissioned Blockchain and provides for resilient user and device identity and attribute management.
大量的嵌入式设备对隐私和安全提出了新的挑战。我们提出许可区块链作为保护和管理这些系统的有效方法。从区块链技术的长远角度来看,现有区块链实现中没有几个要求。我们的许可区块链方法满足了长寿、敏捷性和增量采用的基本要求。分布式身份管理是我们的许可区块链的固有特性,提供弹性的用户和设备身份和属性管理。
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引用次数: 84
期刊
2017 Global Internet of Things Summit (GIoTS)
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