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

2015 ◽  
Vol 21 (8) ◽  
pp. 2005-2013 ◽  
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

scholarly journals Application of Posture Recognition Service System Based on Information Fusion Smart Sensor in Dance Training

2021 ◽  
Vol 2021 ◽  
pp. 1-7
Author(s):  
Yan Gao ◽  
Dazhi Xu
Keyword(s):  
Internet Of Things ◽  
Information Fusion ◽  
Error Rate ◽  
Service System ◽  
The Internet ◽  
Service Platform ◽  
Dance Training ◽  
Posture Recognition ◽  
Internet Of Things Technology ◽  
The Internet Of Things

With the development and extension of the Internet of Things technology, many fields have already involved the Internet of Things technology, and its application in dance training has gradually emerged. In order to guide dance training and solve the hidden dangers of dance training, this article mainly introduces the application of posture recognition service system based on information fusion intelligent sensor in dance training. This article uses human body detection, computer interactive Boosting algorithm calculations and establishes standard dance poses. The difference between the trainer’s posture and the standard posture can be clearly seen on the posture recognition service platform. The error is only less than 5%, and it can also help the trainer find their own mistakes in time. Dance and correct your posture in time, and it can reduce the error rate of difficult dances and reduce the error rate of 10%-20%. In addition, through the survey on the satisfaction survey of the security services of the gesture recognition service platform, the satisfaction rate is as high as 90%. Thereby, while ensuring safe training, the dance quality and level of trainers are improved.

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

2015 ◽  
Vol 2015 ◽  
pp. 1-8 ◽  
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.

Information Fusion Technology in Internet of Things: A Survey

2014 ◽  
Vol 1073-1076 ◽  
pp. 2434-2437
Author(s):  
Li Xia Zhang
Keyword(s):  
Internet Of Things ◽  
Information Transmission ◽  
Information Fusion ◽  
The Internet ◽  
Accurate Information ◽  
Fusion Technology ◽  
Source Information ◽  
Network Resources ◽  
The Hierarchical Structure ◽  
The Internet Of Things

According to the technical support need of Internet of things, multi-source information fusion technology makes a contribution to saving network resources, getting accurate information, and improving the efficiency of information transmission in the Internet of things. In this paper, we firstly put forward the hierarchical structure of the Internet of things, and then we discuss information fusion technology from two aspects: information transmission process combined with routing, and analysis of information fusion technology. We give an overview of various algorithms in each category by summarizing design approach, benefits, and drawbacks. And finally, we list the future development of information fusion.

Research on Industrial Field Diagnostics and Management System Based on the IOT

2011 ◽  
Vol 63-64 ◽  
pp. 765-769 ◽  
Author(s):  
Jing Zhao Li ◽  
Jian Cheng ◽  
Xing Jin
Keyword(s):  
Internet Of Things ◽  
Information Fusion ◽  
Management System ◽  
Fault Isolation ◽  
The Internet ◽  
Fusion Algorithm ◽  
Diagnosis And Management ◽  
Management Functions ◽  
Internet Of Things Technology ◽  
The Internet Of Things

Industrial field diagnosis and management system based on the Internet of things which has advanced technologies and perfect functions was designed, through the analysis on industrial field diagnosis technology, information fusion methods and the framework of industrial the Internet of things,. Field fault detection, fault diagnosis and fault isolation and the structures of the sensing layer, the middleware layer and the application layer of the Internet of things of industrial as well as information fusion algorithms of data level, feature level and decision level were made to correspond to each other and site diagnosis knowledge, the Internet of things technology and information fusion algorithm were used to achieve remote monitoring center or handheld terminal on site for industrial site diagnosis and management functions. A good solution was provided for equipment manufacturers and industrial applying the Internet of things to do site diagnosis and management.

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

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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