2018 IEEE International Smart Cities Conference (ISC2)最新文献_第6页

Towards a Decentralized Data Marketplace for Smart Cities 迈向智慧城市的分散式数据市场

2018 IEEE International Smart Cities Conference (ISC2) Pub Date : 2018-09-01 DOI: 10.1109/ISC2.2018.8656952

G. Ramachandran, Rahul Radhakrishnan, B. Krishnamachari

引用次数: 88

Cost Efficient Application Placement for Smart Public Transportation 智能公共交通的成本效益应用布局

2018 IEEE International Smart Cities Conference (ISC2) Pub Date : 2018-09-01 DOI: 10.1109/ISC2.2018.8656980

Xinjie Guan, Xinxin Ma, Xili Wan, Guangwei Bai

引用次数: 3

Morphing to the Mean Approach of Anticipated Electricity Demand in Smart City Partitions Using Citizen Elasticities 利用市民弹性，向智慧城市分区预期电力需求的平均方法转变

2018 IEEE International Smart Cities Conference (ISC2) Pub Date : 2018-09-01 DOI: 10.1109/ISC2.2018.8656963

M. Alamaniotis

引用次数: 3

Location Digest: A placeness service to discover community experience using social media 地点文摘:一个利用社交媒体发现社区经验的地点服务

2018 IEEE International Smart Cities Conference (ISC2) Pub Date : 2018-09-01 DOI: 10.1109/ISC2.2018.8656974

Gaurav Kalra, Hoang Minh Nguyen, Wondeuk Yoon, Dongman Lee, Daeyoung Kim

引用次数: 2

An Edge Computing Approach to Explore Indoor Environmental Sensor Data for Occupancy Measurement in Office Spaces 利用边缘计算方法探索办公空间占用测量的室内环境传感器数据

2018 IEEE International Smart Cities Conference (ISC2) Pub Date : 2018-09-01 DOI: 10.1109/ISC2.2018.8656753

Sofiane Zemouri, D. Magoni, A. Zemouri, Yiannis Gkoufas, K. Katrinis, John Murphy

{"title":"An Edge Computing Approach to Explore Indoor Environmental Sensor Data for Occupancy Measurement in Office Spaces","authors":"Sofiane Zemouri, D. Magoni, A. Zemouri, Yiannis Gkoufas, K. Katrinis, John Murphy","doi":"10.1109/ISC2.2018.8656753","DOIUrl":"https://doi.org/10.1109/ISC2.2018.8656753","url":null,"abstract":"Human occupancy measurement has become a topic of increasing interest in the past few years, due to the important role it plays in controlling a number of demand-driven applications like smart lighting and smart heating, as well as improving the energy efficiency of these applications in a broader sense. Office occupancy monitoring in commercial buildings can yield huge savings and improvements in terms of thermal, visual, and air quality. However, this is often impeded due to the lack of fine-grained occupancy information. This paper explores the use of low-priced environmental (temperature and humidity) sensor data for measuring occupancy in an office space. The idea behind this work is to leverage the variation divergence between humidity and temperature caused by human presence. We used a Raspberry Pi with a daughterboard called Sense Hat, which is equipped with the environmental sensors used in this study. The results are compared with occupancy data obtained from camera feeds in order to assess the effectiveness and the accuracy of the combined occupancy measurements, and show up to 87% accuracy.","PeriodicalId":344652,"journal":{"name":"2018 IEEE International Smart Cities Conference (ISC2)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124344822","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

Ahead of the Curb: Smart Roads 路边的前方:智能道路

2018 IEEE International Smart Cities Conference (ISC2) Pub Date : 2018-09-01 DOI: 10.1109/ISC2.2018.8656667

Todd Nguyen

引用次数: 4

Voice Controlled Smart Mirror with Multifactor Authentication 语音控制智能镜子与多因素认证

2018 IEEE International Smart Cities Conference (ISC2) Pub Date : 2018-09-01 DOI: 10.1109/ISC2.2018.8656932

Adokiye Charles Njaka, Na Li, Lin Li

引用次数: 17

Edge-Based Anomalous Sensor Placement Detection for Participatory Sensing of Urban Heat Islands 基于边缘的城市热岛参与式感知异常传感器放置检测

2018 IEEE International Smart Cities Conference (ISC2) Pub Date : 2018-09-01 DOI: 10.1109/ISC2.2018.8656705

N. Tonekaboni, Sujeet Kulkarni, Lakshmish Ramaswamy

{"title":"Edge-Based Anomalous Sensor Placement Detection for Participatory Sensing of Urban Heat Islands","authors":"N. Tonekaboni, Sujeet Kulkarni, Lakshmish Ramaswamy","doi":"10.1109/ISC2.2018.8656705","DOIUrl":"https://doi.org/10.1109/ISC2.2018.8656705","url":null,"abstract":"Crowdsensing temperature data have enabled a paradigm shift in the ways we collect data and analyze the heat exposure effects on individuals and communities. The use of low-cost sensors has helped in gathering granular spatiotemporal temperature data and capturing ever-changing ambient environmental conditions. However, this practice poses challenges such as sensor failures and data integrity. One of the main concerns of the participatory sensing approach is the misplacement of temperature sensors in a way that they are not exposed to the natural outdoor environment. We propose a novel approach to detect anomalous sensor placement in a semi-real-time manner at the edge of the Internet. We introduce a sliding window technique in conjunction with supervised learning classifiers to detect anomalously-placed sensors effectively. This approach is based on the empirical observation that temperature readings show more frequent fluctuations while exposed to the outdoor environment. We also conduct a series of comparative performance analysis of different classifiers including SVM, Logistic Regression, and Random Forest.","PeriodicalId":344652,"journal":{"name":"2018 IEEE International Smart Cities Conference (ISC2)","volume":"515 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132621228","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

HERMES: GS1-based Smart City Service Intercommunity HERMES:基于gs1的智慧城市服务社区

2018 IEEE International Smart Cities Conference (ISC2) Pub Date : 2018-09-01 DOI: 10.1109/ISC2.2018.8656925

Wondeuk Yoon, Yunho Lee, Hyangseok Chae, Sangwon Seo, Sehyeon Heo, Nakyung Lee, Kiwoong Kwon, Daeyoung Kim

{"title":"HERMES: GS1-based Smart City Service Intercommunity","authors":"Wondeuk Yoon, Yunho Lee, Hyangseok Chae, Sangwon Seo, Sehyeon Heo, Nakyung Lee, Kiwoong Kwon, Daeyoung Kim","doi":"10.1109/ISC2.2018.8656925","DOIUrl":"https://doi.org/10.1109/ISC2.2018.8656925","url":null,"abstract":"The goal of Smart City is to improve the quality of civil life with the aid of efficient city operation and smart services built upon the ICT technology. In order for Smart City to operate successfully, citizens should actively create service, and also globally discover, access, and utilize them. However, existing Smart City platforms usually just pass services to the citizens unilaterally, and also have difficulty in sharing services globally due to the different operation of each platforms. In this paper, we propose a HERMES, a Smart City service intercommunity platform based on GS1 international standard. The HERMES consists of a HERMES ONS and a HERMES Client. The HERMES ONS enables the registration, discovery, access and utilization of Smart City services linked to urban resources, leveraging the GS1 ONS(Object Name Service), a service discovery standard associated with things. The HERMES Client enables members of cities to discover Smart City services which is optimized by location and language of citizen. For this purpose, the GS1 ID, international identification standard, is applied to physical and virtual urban resources for global identification. In addition, we defined Service Point as a medium for connecting citizen and service in the shape of barcode, data matrix, QR code, Bluetooth beacon and WiFi AP. We also modeled Life Cycle of services and Service Points using GS1 Core Business Vocabulary (CBV) and EPCIS standard to systematically manage creation, operation and disposal events. Finally, we implemented six use case scenarios such as traffic and administration, and verified the effectiveness of the HERMES in global Smart Cities.","PeriodicalId":344652,"journal":{"name":"2018 IEEE International Smart Cities Conference (ISC2)","volume":"94 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131460645","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

Traffic Simulation of Lane-Merging of Autonomous Vehicles in the Context of Platooning 队列环境下自动驾驶汽车车道合并交通仿真

2018 IEEE International Smart Cities Conference (ISC2) Pub Date : 2018-09-01 DOI: 10.1109/ISC2.2018.8656856

Gil Domingues, João Cabral, João Mota, P. Pontes, Zafeiris Kokkinogenis, R. Rossetti

引用次数: 8