DL Multi-sensor information fusion service Selective Information Scheme for Improving the Internet of Things based User Responses

Measurement ◽  
2021 ◽  
pp. 110008
Author(s):  
Ahmad A. AlZubi ◽  
Ahed Abugabah ◽  
Mohammed Al-Maitah ◽  
Firas Ibrahim AlZobi
Electronics ◽  
2019 ◽  
Vol 8 (9) ◽  
pp. 978 ◽  
Author(s):  
Yunfa Li ◽  
Yifei Tu ◽  
Jiawa Lu

With the increasing demand for intelligent services of the Internet of Things (IoT), its security issues have attracted widespread attention recently. Since most of the existing identity authentication policies are based on a single authentication mode, they are highly likely to cause problems such as illegal operation and stealing of sensor information. In order to meet the needs of increasing IoT users for the security management of intelligent services, a multi-point collaborative authentication method based on user image intelligent collection for the security problems faced by IoT in identity authentication is proposed in the paper. This method firstly collects the identity of the legal user through the intelligent collection technology and then realizes the identity authentication of the unidentified user through the collaborative authentication between the local domain management machine, the back-end image management machine, and the cloud server. Compared with the traditional single identity authentication method, our method uses three-party collaborative authentication to avoid the problem of sensor information stealing easily caused by a single authentication method, which makes the user’s identity authentication more secure and effective. The security analysis shows that the method is able to resist multiple attacks and prevent the sensor information from being illegally operated and stolen, protecting the security of the sensor information.


2021 ◽  
Vol 2021 ◽  
pp. 1-7
Author(s):  
Yan Gao ◽  
Dazhi Xu

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.


2014 ◽  
Vol 1073-1076 ◽  
pp. 2434-2437
Author(s):  
Li Xia Zhang

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.


2015 ◽  
Vol 21 (8) ◽  
pp. 2005-2013 ◽  
Author(s):  
Feng Wang ◽  
Liang Hu ◽  
Jin Zhou ◽  
Jiejun Hu ◽  
Kuo Zhao

Author(s):  
P Veerakumar

The Concepts of the Internet of Things associated with different applications running from home motorisation to habitual IoT, Where partner physical things, from wherever through a system. This will give incite access to information about the physical world and the articles in it provoking imaginative organisations and augmentation in capability and productivity. The framework proposes to build up an IoT based Interactive Industrial Home remote framework, Energy administration framework and inserted information obtaining frame to show on site page utilising GPRS, SMS and E-mail caution. Give them a chance to take a dynamic part of the Internet, trading data about themselves and their environment.  It is wanted to style a re-configurable sensible gadget interface for mechanical WSN in IoT climate, amid which ARM  received as the centre controller. Along these lines, it will filter data in parallel and continuously with rapid on many unique gadget data. Astute gadget interface particular is received for this style. The gadget consolidated with the latest ARM programmable innovation and savvy gadget determination. By recognising the estimations of sensors it can effortlessly discover the Temperature, Smoke, and Fire introduce in the mechanical condition on the Website, and we can deal with any circumstance from anyplace on the planet through IOT. This gadget is primary for sensor information accumulation and controlling of the new Home Wireless Sensor Networks (WSN) in the Internet of Things (IoT) condition. Preventive measures are effectively actualised to avoid problems.


2011 ◽  
Vol 63-64 ◽  
pp. 765-769 ◽  
Author(s):  
Jing Zhao Li ◽  
Jian Cheng ◽  
Xing Jin

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.


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