MA-leach : energy efficient routing protocol for WSNS using particle swarm optimization and mobile aggregator
Joint Authors
al-Rifai, Fawzi
al-Sayyid, al-Zahra
Sharaf, Muhammad
Source
Journal of al Azhar University : Engineering Sector
Issue
Vol. 12, Issue 45 (31 Oct. 2017), pp.1401-1407, 7 p.
Publisher
al-Azhar University Faculty of Engineering
Publication Date
2017-10-31
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Information Technology and Computer Science
Abstract EN
Routing protocols for wireless sensor networks pay a great attention to the limited resources of the nodes.
In this paper, we study LEACH routing protocol and its performance and propose a new protocol, MA-LEACH.
We introduce a mobile aggregator which is a gadget adopted to mitigate the overhead on the cluster heads(CHs).
In addition, we optimize the trajectory using particle swarm optimization (PSO).
Hence, we adapt the TSP problem to our protocol to determine the optimal trajectory that a mobile aggregator could travel to visit every cluster head in the network.
We simulate the proposed protocol in MATLAB and the results reveal that it outperforms LEACH in network lifetime and energy consumption.
Also, we compare our findings with a recent extension to the LEACH called LEACH with fuzzy descriptors.
The simulation results show that MA-LEACH surpasses LEACH with fuzzy descriptor.
American Psychological Association (APA)
al-Sayyid, al-Zahra& Sharaf, Muhammad& al-Rifai, Fawzi. 2017. MA-leach : energy efficient routing protocol for WSNS using particle swarm optimization and mobile aggregator. Journal of al Azhar University : Engineering Sector،Vol. 12, no. 45, pp.1401-1407.
https://search.emarefa.net/detail/BIM-856239
Modern Language Association (MLA)
al-Sayyid, al-Zahra…[et al.]. MA-leach : energy efficient routing protocol for WSNS using particle swarm optimization and mobile aggregator. Journal of al Azhar University : Engineering Sector Vol. 12, no. 45 (Oct. 2017), pp.1401-1407.
https://search.emarefa.net/detail/BIM-856239
American Medical Association (AMA)
al-Sayyid, al-Zahra& Sharaf, Muhammad& al-Rifai, Fawzi. MA-leach : energy efficient routing protocol for WSNS using particle swarm optimization and mobile aggregator. Journal of al Azhar University : Engineering Sector. 2017. Vol. 12, no. 45, pp.1401-1407.
https://search.emarefa.net/detail/BIM-856239
Data Type
Journal Articles
Language
English
Record ID
BIM-856239