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Volume 10, Issue 2 (6-2018)
itrc 2018, 10(2): 19-32 |
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Nazari Cheraghlou M, Khadem-Zadeh A, Haghparast M. A Framework for Optimal Fault Tolerance Protocol Selection Using Fuzzy Logic on
IoT Sensor Layer. itrc 2018; 10 (2) :19-32
URL: http://journal.itrc.ac.ir/article-1-326-en.html
URL: http://journal.itrc.ac.ir/article-1-326-en.html
1- Department of Computer Engineering South Tehran Branch, Islamic Azad University, Tehran, Iran
2- Iran Telecommunication Research Center (ITRC) Tehran, Iran ,zadeh@itrc.ac.ir
3- Department of Computer Engineering Yadegar-e-Imam Khomeini(RAH) Shahre Rey Branch, Islamic Azad University, Tehran, Iran
2- Iran Telecommunication Research Center (ITRC) Tehran, Iran ,
3- Department of Computer Engineering Yadegar-e-Imam Khomeini(RAH) Shahre Rey Branch, Islamic Azad University, Tehran, Iran
Abstract: (4757 Views)
Internet of things (IoT) is the intersection of many different technologies and networks. The management of these is very complex and important. One of the dimensions that must be considered in IoT management is the fault tolerance level of the systems. Of particular importance is the fact that lack of, or a weakness of this feature would threaten the survival and existence of the system.
In this paper, a framework called FISWSN is proposed to evaluate the fault tolerance feature of protocols and frameworks in the first layer of the IoT architecture (Sensing layer). Given that the Fault Tolerance is a qualitative parameter, the linguistic variables and fuzzy logic are used to implement the proposed framework. FISWSN is used to elect optimal protocols and architectures with the aim of increasing fault tolerance and higher efficiency in the final output but at a lower cost.
In this paper, a framework called FISWSN is proposed to evaluate the fault tolerance feature of protocols and frameworks in the first layer of the IoT architecture (Sensing layer). Given that the Fault Tolerance is a qualitative parameter, the linguistic variables and fuzzy logic are used to implement the proposed framework. FISWSN is used to elect optimal protocols and architectures with the aim of increasing fault tolerance and higher efficiency in the final output but at a lower cost.
Keywords: Internet of Things (IoT), Wireless Sensor Network (WSN), Fault Tolerance, Cloud Computing, Fuzzy Logic.
Type of Study: Research |
Subject:
Information Technology
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