The impact of clustering on the average path length in wireless sensor networks
Clustering algorithms have been widely used in wireless sensor networks for virtual backbone construction. They organize the nodes into smaller groups and form a structured topology allowing more efficient bandwidth usage and battery consumption. As the clustering algorithms are usually used for rou...
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| التنسيق: | Conference or Workshop Item |
| اللغة: | English |
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Institute of Electrical and Electronics Engineers Inc.
2015
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| الوصول للمادة أونلاين: | http://scholars.utp.edu.my/id/eprint/31553/1/ieee-7238172.pdf http://scholars.utp.edu.my/id/eprint/31553/ https://ieeexplore.ieee.org/xpl/conhome/7209076/proceeding |
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oai:scholars.utp.edu.my:315532022-12-09T06:27:31Z http://scholars.utp.edu.my/id/eprint/31553/ The impact of clustering on the average path length in wireless sensor networks Aziz, A.A. Şekercioğlu, Y. A. QA75 Electronic computers. Computer science Clustering algorithms have been widely used in wireless sensor networks for virtual backbone construction. They organize the nodes into smaller groups and form a structured topology allowing more efficient bandwidth usage and battery consumption. As the clustering algorithms are usually used for routing, it is crucial to measure the efficiency of the generated backbone in information transport. Failure to do so will impact the routing performance and reduce the reliability of the system. This paper investigates whether the backbone formed by clustering algorithms is able to preserve the routing paths of the network. This property is evaluated by comparing the performance of several clustering algorithms with respect to the average path length. In order to obtain accurate results, the performance is investigated under different network sizes as well as network densities. © 2014 IEEE. Institute of Electrical and Electronics Engineers Inc. 2015-09-07 Conference or Workshop Item PeerReviewed text en http://scholars.utp.edu.my/id/eprint/31553/1/ieee-7238172.pdf Aziz, A.A. and Şekercioğlu, Y. A. (2015) The impact of clustering on the average path length in wireless sensor networks. In: 2014 IEEE 2nd International Symposium on Telecommunication Technologies (ISTT), 24-26 Nov. 2014, Langkawi, MALAYSIA. https://ieeexplore.ieee.org/xpl/conhome/7209076/proceeding |
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Universiti Teknologi Petronas |
| building |
UTP Resource Centre |
| collection |
Institutional Repository |
| continent |
Asia |
| country |
Malaysia |
| content_provider |
Universiti Teknologi Petronas |
| content_source |
UTP Institutional Repository |
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http://eprints.utp.edu.my/ |
| language |
English |
| topic |
QA75 Electronic computers. Computer science |
| spellingShingle |
QA75 Electronic computers. Computer science Aziz, A.A. Şekercioğlu, Y. A. The impact of clustering on the average path length in wireless sensor networks |
| description |
Clustering algorithms have been widely used in wireless sensor networks for virtual backbone construction. They organize the nodes into smaller groups and form a structured topology allowing more efficient bandwidth usage and battery consumption. As the clustering algorithms are usually used for routing, it is crucial to measure the efficiency of the generated backbone in information transport. Failure to do so will impact the routing performance and reduce the reliability of the system. This paper investigates whether the backbone formed by clustering algorithms is able to preserve the routing paths of the network. This property is evaluated by comparing the performance of several clustering algorithms with respect to the average path length. In order to obtain accurate results, the performance is investigated under different network sizes as well as network densities. © 2014 IEEE. |
| format |
Conference or Workshop Item |
| author |
Aziz, A.A. Şekercioğlu, Y. A. |
| author_facet |
Aziz, A.A. Şekercioğlu, Y. A. |
| author_sort |
Aziz, A.A. |
| title |
The impact of clustering on the average path length in wireless sensor networks |
| title_short |
The impact of clustering on the average path length in wireless sensor networks |
| title_full |
The impact of clustering on the average path length in wireless sensor networks |
| title_fullStr |
The impact of clustering on the average path length in wireless sensor networks |
| title_full_unstemmed |
The impact of clustering on the average path length in wireless sensor networks |
| title_sort |
impact of clustering on the average path length in wireless sensor networks |
| publisher |
Institute of Electrical and Electronics Engineers Inc. |
| publishDate |
2015 |
| url |
http://scholars.utp.edu.my/id/eprint/31553/1/ieee-7238172.pdf http://scholars.utp.edu.my/id/eprint/31553/ https://ieeexplore.ieee.org/xpl/conhome/7209076/proceeding |
| _version_ |
1752148407916429312 |
| score |
13.262527 |