DocumentCode :
3700618
Title :
A modeling technique utilizing feedback control theory for performance evaluation of IoT system in real-time
Author :
Keisuke Sato;Yuichi Kawamoto;Hiroki Nishiyama;Nei Kato;Yoshitaka Shimizu
Author_Institution :
Graduate School of Information Sciences, Tohoku University, Sendai, Japan
fYear :
2015
Firstpage :
1
Lastpage :
5
Abstract :
Communication techniques for Internet of Things (IoT) have attracted research attention because of the increasing number and variety of connected devices. The IoT systems are able to provide a variety of applications by collecting information from various “things” using the network constructed by the things. The IoT systems are required to provide the applications in real-time. For example, the immediacy and the time restriction will be more important to the applications. Although there have been many applications of real-time IoT systems, a specific model for performance evaluation has not received adequate attention. Therefore, in this paper, we focus on the modeling aspect for evaluating the performance of real-time IoT system. Specifically, our proposed model is constructed by utilizing feedback control theory. In order to apply feedback control theory for our model, we introduce a method for representing the “things” as the controlled objects in the control theory. After that, the overall system model of the real-time IoT with the controlled objects is represented. Finally, our represented method is validated through the numerical analysis while varying the parameters.
Keywords :
"Real-time systems","Feedback control","Servers","Transfer functions","Performance evaluation","Numerical models","Vehicles"
Publisher :
ieee
Conference_Titel :
Wireless Communications & Signal Processing (WCSP), 2015 International Conference on
Type :
conf
DOI :
10.1109/WCSP.2015.7341303
Filename :
7341303
Link To Document :
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