Semantic Representation With Heterogeneous Information Network Using Matrix Factorization for Clustering in the Internet of Things

The Internet of Things (IoT) is defined by the International Telecommunication Union (ITU) and IoT European Research Cluster (IERC) as a dynamic global network infrastructure with self-configuring capabilities based on standard and interoperable communication protocols where physical and virtual “things” have identities, physical attributes and virtual personalities, use intelligent interfaces and are seamlessly integrated into the information network. Many of the applications and use cases that drive the requirements and capabilities of 5G are about end-to-end communication between devices. This chapter describes the enabling technologies for the Internet of Things, the IoT architecture, the network and communication infrastructure for IoT, and the importance of scalability for 5G based IoT systems. Also, naming and addressing issues in IoT is presented along with an overview of the existing data exchange protocols that can be applied to IoT based systems.

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A Data Processing Middleware Based on SOA for the Internet of Things

Journal of Sensors ◽

10.1155/2015/827045 ◽

2015 ◽

Vol 2015 ◽

pp. 1-8 ◽

Cited By ~ 7

Author(s):

Feng Wang ◽

Liang Hu ◽

Jin Zhou ◽

Kuo Zhao

Keyword(s):

Internet Of Things ◽

Data Processing ◽

Service Oriented Architecture ◽

Heterogeneous Systems ◽

Heterogeneous Data ◽

Sensor Data ◽

The Internet ◽

Heterogeneous Information ◽

New Research ◽

The Internet Of Things

The Internet of Things (IoT) emphasizes on connecting every object around us by leveraging a variety of wireless communication technologies. Heterogeneous data fusion is widely considered to be a promising and urgent challenge in the data processing of the IoT. In this study, we first discuss the development of the concept of the IoT and give a detailed description of the architecture of the IoT. And then we design a middleware platform based on service-oriented architecture (SOA) for integration of multisource heterogeneous information. New research angle regarding flexible heterogeneous information fusion architecture for the IoT is the theme of this paper. Experiments using environmental monitoring sensor data derived from indoor environment are performed for system validation. Through the theoretical analysis and experimental verification, the data processing middleware architecture represents better adaptation to multisensor and multistream application scenarios in the IoT, which improves heterogeneous data utilization value. The data processing middleware based on SOA for the IoT establishes a solid foundation of integration and interaction for diverse networks data among heterogeneous systems in the future, which simplifies the complexity of integration process and improves reusability of components in the system.

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A semantics-based approach to multi-source heterogeneous information fusion in the internet of things

Soft Computing ◽

10.1007/s00500-015-1899-7 ◽

2015 ◽

Vol 21 (8) ◽

pp. 2005-2013 ◽

Cited By ~ 14

Author(s):

Feng Wang ◽

Liang Hu ◽

Jin Zhou ◽

Jiejun Hu ◽

Kuo Zhao

Keyword(s):

Internet Of Things ◽

Information Fusion ◽

The Internet ◽

Heterogeneous Information ◽

The Internet Of Things

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Architecture and Existing Applications for Internet of Things

Applied Mechanics and Materials ◽

10.4028/www.scientific.net/amm.347-350.3317 ◽

2013 ◽

Vol 347-350 ◽

pp. 3317-3321 ◽

Cited By ~ 8

Author(s):

Xiao Jing Li ◽

Di Wang

Keyword(s):

Internet Of Things ◽

Virtual Worlds ◽

Future Internet ◽

Global Network ◽

The Internet ◽

Information Network ◽

Intelligent Interfaces ◽

Symbiotic Interaction ◽

Physical Attributes ◽

The Internet Of Things

The Internet of Things (IoT) implies a symbiotic interaction among the real/physical, the digital/virtual worlds. Internet of Things is an integrated part of Future Internet and could be defined as a dynamic global network infrastructure with self-configuring capabilities based on standard and interoperable communication protocols where physical and virtual things have identities, physical attributes, and virtual personalities and use intelligent interfaces, and are seamlessly integrated into the information network. In order to think of the possible applications for the Internet of Things, we list out the main application domains. The characteristics of each domain and some indicative examples are presented. Some existing Applications of IoT are also discussed in this paper.

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RFID Protocol Design, Optimization, and Security for the Internet of Things

10.1049/pbce112e ◽

2017 ◽

Author(s):

Alex X. Liu ◽

Muhammad Shahzad ◽

Xiulong Liu ◽

Keqiu Li

Keyword(s):

Internet Of Things ◽

Design Optimization ◽

Protocol Design ◽

The Internet ◽

The Internet Of Things ◽

Rfid Protocol

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Multimedia system and database simulation based on internet of things and cloud service platform

Journal of Intelligent & Fuzzy Systems ◽

10.3233/jifs-189253 ◽

2020 ◽

pp. 1-12

Author(s):

Zhang Caiqian ◽

Zhang Xincheng

Keyword(s):

Internet Of Things ◽

Cloud Service ◽

Multimedia System ◽

The Internet ◽

Multimedia Database ◽

Cloud Platform ◽

Service Platform ◽

Device Management ◽

Cloud Service Platform ◽

The Internet Of Things

The existing stand-alone multimedia machines and online multimedia machines in the market have certain deficiencies, so they cannot meet the actual needs. Based on this, this research combines the actual needs to design and implement a multi-media system based on the Internet of Things and cloud service platform. Moreover, through in-depth research on the MQTT protocol, this study proposes a message encryption verification scheme for the MQTT protocol, which can solve the problem of low message security in the Internet of Things communication to a certain extent. In addition, through research on the fusion technology of the Internet of Things and artificial intelligence, this research designs scheme to provide a LightGBM intelligent prediction module interface, MQTT message middleware, device management system, intelligent prediction and push interface for the cloud platform. Finally, this research completes the design and implementation of the cloud platform and tests the function and performance of the built multimedia system database. The research results show that the multimedia database constructed in this paper has good performance.

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Review of the Current State and Future Development in Standardising Artificial Lighting

Light & Engineering ◽

10.33383/2019-011 ◽

2019 ◽

pp. 4-44 ◽

Cited By ~ 1

Author(s):

Peter Thorns

Keyword(s):

Internet Of Things ◽

Future Development ◽

Best Practice ◽

The Internet ◽

Artificial Lighting ◽

Current State ◽

Internal Structures ◽

European Regulations ◽

The Internet Of Things

This paper discusses the organisations involved in the development of application standards, European regulations and best practice guides, their scope of work and internal structures. It considers their respective visions for the requirements for future standardisation work and considers in more detail those areas where these overlap, namely human centric or integrative lighting, connectivity and the Internet of Things, inclusivity and sustainability.

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