Investigating and analyzing simulation tools of wireless sensor networks: a comprehensive survey

Wireless Sensor Networks (WSNs) serve as the backbone for the Internet of Things (IoT) and smart cities, enabling the gathering of essential data and vital information. The widespread deployment of sensors created new scenarios that presented new domains for various applications. Due to their numero...

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Main Authors: Adday, Ghaihab Hassan, Subramaniam, Shamala K., Zukarnain, Zuriati Ahmad, Samian, Normalia
Format: Article
Published: Institute of Electrical and Electronics Engineers Inc. 2024
Online Access:http://psasir.upm.edu.my/id/eprint/106234/
https://ieeexplore.ieee.org/document/10423007
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spelling my.upm.eprints.1062342024-05-08T13:49:48Z http://psasir.upm.edu.my/id/eprint/106234/ Investigating and analyzing simulation tools of wireless sensor networks: a comprehensive survey Adday, Ghaihab Hassan Subramaniam, Shamala K. Zukarnain, Zuriati Ahmad Samian, Normalia Wireless Sensor Networks (WSNs) serve as the backbone for the Internet of Things (IoT) and smart cities, enabling the gathering of essential data and vital information. The widespread deployment of sensors created new scenarios that presented new domains for various applications. Due to their numerous advantages, WSN's simulators are still gaining considerable attention as the primary method for testing and evaluating new protocols and approaches for WSN. The scientific community has developed various simulators, some tailored explicitly for WSNs and others for general use. In addition, an old but renovated direction has been enormously grown recently, representing the researcher's attention to building its own simulator. However, many researchers struggle to select the most appropriate tool for performance analysis, which requires extensive research into available options. Choosing a suitable simulator to meet the necessary simulation criteria necessitates exhaustive research into the available options. The published studies on WSN's simulators have limitations, such as the limited number of simulators under examination, ignoring the essential functions of the simulators, and inadequate performance criteria for precise comparison. To get beyond these restrictions in previous studies and offer a fresh study that compares the simulation tools comprehensively, an analysis of thirty-three different simulators was conducted based on a new taxonomy. Furthermore, this study examines the advantages and constraints of each simulator regarding many specific academic areas in WSNs. Moreover, the study presented a detailed comparison among the performance analysis tools according to many famous performance metrics. Institute of Electrical and Electronics Engineers Inc. 2024 Article PeerReviewed Adday, Ghaihab Hassan and Subramaniam, Shamala K. and Zukarnain, Zuriati Ahmad and Samian, Normalia (2024) Investigating and analyzing simulation tools of wireless sensor networks: a comprehensive survey. IEEE Access, 12. pp. 22938-22977. ISSN 2169-3536 https://ieeexplore.ieee.org/document/10423007 10.1109/ACCESS.2024.3362889
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
description Wireless Sensor Networks (WSNs) serve as the backbone for the Internet of Things (IoT) and smart cities, enabling the gathering of essential data and vital information. The widespread deployment of sensors created new scenarios that presented new domains for various applications. Due to their numerous advantages, WSN's simulators are still gaining considerable attention as the primary method for testing and evaluating new protocols and approaches for WSN. The scientific community has developed various simulators, some tailored explicitly for WSNs and others for general use. In addition, an old but renovated direction has been enormously grown recently, representing the researcher's attention to building its own simulator. However, many researchers struggle to select the most appropriate tool for performance analysis, which requires extensive research into available options. Choosing a suitable simulator to meet the necessary simulation criteria necessitates exhaustive research into the available options. The published studies on WSN's simulators have limitations, such as the limited number of simulators under examination, ignoring the essential functions of the simulators, and inadequate performance criteria for precise comparison. To get beyond these restrictions in previous studies and offer a fresh study that compares the simulation tools comprehensively, an analysis of thirty-three different simulators was conducted based on a new taxonomy. Furthermore, this study examines the advantages and constraints of each simulator regarding many specific academic areas in WSNs. Moreover, the study presented a detailed comparison among the performance analysis tools according to many famous performance metrics.
format Article
author Adday, Ghaihab Hassan
Subramaniam, Shamala K.
Zukarnain, Zuriati Ahmad
Samian, Normalia
spellingShingle Adday, Ghaihab Hassan
Subramaniam, Shamala K.
Zukarnain, Zuriati Ahmad
Samian, Normalia
Investigating and analyzing simulation tools of wireless sensor networks: a comprehensive survey
author_facet Adday, Ghaihab Hassan
Subramaniam, Shamala K.
Zukarnain, Zuriati Ahmad
Samian, Normalia
author_sort Adday, Ghaihab Hassan
title Investigating and analyzing simulation tools of wireless sensor networks: a comprehensive survey
title_short Investigating and analyzing simulation tools of wireless sensor networks: a comprehensive survey
title_full Investigating and analyzing simulation tools of wireless sensor networks: a comprehensive survey
title_fullStr Investigating and analyzing simulation tools of wireless sensor networks: a comprehensive survey
title_full_unstemmed Investigating and analyzing simulation tools of wireless sensor networks: a comprehensive survey
title_sort investigating and analyzing simulation tools of wireless sensor networks: a comprehensive survey
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2024
url http://psasir.upm.edu.my/id/eprint/106234/
https://ieeexplore.ieee.org/document/10423007
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score 13.211869