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Formal Verification of Fuzzy Logic Wireless Sensor Network Localization System

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Last updated: 26 Dec 2024

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Abstract

Formal verification is mainly used to prove the correctness of safety-critical hardware and software systems. Localization problem in Wireless Sensor Network (WSN) is a hot research topic with many critical applications. Fuzzy Based Trilateration (FBT) algorithm is a simple and efficient localization technique that has been recently proposed. In this paper, we use PRISM model checker to formally verify the correctness of FBT algorithm. Our verification results show that the fuzzy rules used in the original FBT algorithm can be modified to reduce the average localization error without increasing the complexity of the algorithm. Our results also show that the localization error in the modified FBT (MFBT) algorithm is more likely to be acceptable than the original FBT algorithm.

DOI

10.21608/eijest.2018.97230

Authors

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Last Name

Abdullah

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Affiliation

Computer and Systems Engineering Department, Zagazig Univeristy, Zagazig – Postcode: 44519, Egypt.

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First Name

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Last Name

SHEHATA

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Affiliation

Computer and Systems Engineering Department, Zagazig Univeristy, Zagazig – Postcode: 44519, Egypt.

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First Name

I

Last Name

Ziedan

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Affiliation

Computer and Systems Engineering Department, Zagazig Univeristy, Zagazig – Postcode: 44519, Egypt.

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Volume

24

Article Issue

EIJEST, Vol. 24, 2018

Related Issue

14672

Issue Date

2018-02-01

Receive Date

2018-01-20

Publish Date

2018-02-01

Page Start

48

Page End

55

Print ISSN

1687-8493

Online ISSN

2682-3640

Link

https://eijest.journals.ekb.eg/article_97230.html

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https://eijest.journals.ekb.eg/service?article_code=97230

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7

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Original Article

Type Code

1,348

Publication Type

Journal

Publication Title

The Egyptian International Journal of Engineering Sciences and Technology

Publication Link

https://eijest.journals.ekb.eg/

MainTitle

Formal Verification of Fuzzy Logic Wireless Sensor Network Localization System

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Article

Created At

23 Jan 2023