Correlated Node Behavior Modeling Using Fuzzy In Wireless Sensor Network

ABSTRACT Performance of Wireless Sensor Network depends highly upon the cooperation among the nodes behavior in transmission of packet data, messages and route discovery. Over open medium environment, nodes are free to move and may change their behavior arbitrarily. In the presence of misbehavior no...

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Main Author:	Noor Shahidah Binti Ishak
Format:	Thesis
Language:	English
Subjects:	Wireless Sensor Network Optical detectors
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id	my-usim-ddms-12720
record_format	uketd_dc
spelling	my-usim-ddms-127202024-05-29T04:43:17Z Correlated Node Behavior Modeling Using Fuzzy In Wireless Sensor Network Noor Shahidah Binti Ishak ABSTRACT Performance of Wireless Sensor Network depends highly upon the cooperation among the nodes behavior in transmission of packet data, messages and route discovery. Over open medium environment, nodes are free to move and may change their behavior arbitrarily. In the presence of misbehavior node, it may instigate the spreading of abnormality among the neighbour nodes. This resulted to a correlated node behavior and gives significant impact towards network performance. Fuzzy logic system is proposed as an alternative for crisp values which can effectively enhance the computational complexity of event detection. Therefore, this research aims to formulate correlated node behavior detection using fuzzy system. The formulation of correlated node behavior is determined from the current status of node behaviour. Then, the comparative correlation techniques namely spatial and attribute correlation are implemented to address the correlated degree determination. The effectiveness of model is established via MATLAB simulation. The result of this study shows that both the attribute and spatial correlation are significant to determine the correlated degree of node behaviour. The research also analysed the correlated fuzzy function in terms of network performance parameters. Hence, this research provides a fundamental guideline for network designer to understand the fault-tolerance in network topology. Universiti Sains Islam Malaysia 2018-08 Thesis en https://oarep.usim.edu.my/handle/123456789/12720 https://oarep.usim.edu.my/bitstreams/110c9bd8-d7f0-4841-b888-f420071f7ee1/download 8a4605be74aa9ea9d79846c1fba20a33 Wireless Sensor Network Optical detectors
institution	Universiti Sains Islam Malaysia
collection	USIM Institutional Repository
language	English
topic	Wireless Sensor Network Optical detectors
spellingShingle	Wireless Sensor Network Optical detectors Noor Shahidah Binti Ishak Correlated Node Behavior Modeling Using Fuzzy In Wireless Sensor Network
description	ABSTRACT Performance of Wireless Sensor Network depends highly upon the cooperation among the nodes behavior in transmission of packet data, messages and route discovery. Over open medium environment, nodes are free to move and may change their behavior arbitrarily. In the presence of misbehavior node, it may instigate the spreading of abnormality among the neighbour nodes. This resulted to a correlated node behavior and gives significant impact towards network performance. Fuzzy logic system is proposed as an alternative for crisp values which can effectively enhance the computational complexity of event detection. Therefore, this research aims to formulate correlated node behavior detection using fuzzy system. The formulation of correlated node behavior is determined from the current status of node behaviour. Then, the comparative correlation techniques namely spatial and attribute correlation are implemented to address the correlated degree determination. The effectiveness of model is established via MATLAB simulation. The result of this study shows that both the attribute and spatial correlation are significant to determine the correlated degree of node behaviour. The research also analysed the correlated fuzzy function in terms of network performance parameters. Hence, this research provides a fundamental guideline for network designer to understand the fault-tolerance in network topology.
format	Thesis
author	Noor Shahidah Binti Ishak
author_facet	Noor Shahidah Binti Ishak
author_sort	Noor Shahidah Binti Ishak
title	Correlated Node Behavior Modeling Using Fuzzy In Wireless Sensor Network
title_short	Correlated Node Behavior Modeling Using Fuzzy In Wireless Sensor Network
title_full	Correlated Node Behavior Modeling Using Fuzzy In Wireless Sensor Network
title_fullStr	Correlated Node Behavior Modeling Using Fuzzy In Wireless Sensor Network
title_full_unstemmed	Correlated Node Behavior Modeling Using Fuzzy In Wireless Sensor Network
title_sort	correlated node behavior modeling using fuzzy in wireless sensor network
granting_institution	Universiti Sains Islam Malaysia
_version_	1812444917953200128

Correlated Node Behavior Modeling Using Fuzzy In Wireless Sensor Network

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