Modified radial based neural network for clustering and routing optimal path in wireless network
Joint Authors
Humud, Haydar Katdhum
Jebur, Tuqa Karim
Source
Ibn al-Haitham Journal for Pure and Applied Science
Issue
Vol. 30, Issue 2 (31 Aug. 2017), pp.233-244, 12 p.
Publisher
University of Baghdad College of Education for Pure Science / Ibn al-Haitham
Publication Date
2017-08-31
Country of Publication
Iraq
No. of Pages
12
Main Subjects
Telecommunications Engineering
Topics
Abstract EN
Several methods have been developed for routing problem in MANETs wireless network, because it considered very important problem in this network ,we suggested proposed method based on modified radial basis function networks RBFN and Kmean++ algorithm.
The modification in RBFN for routing operation in order to find the optimal path between source and destination in MANETs clusters.
Modified Radial Based Neural Network is very simple, adaptable and efficient method to increase the life time of nodes, packet delivery ratio and the throughput of the network will increase and connection become more useful because the optimal path has the best parameters from other paths including the best bitrate and best life link with minimum delays.
The results show how the proposed routing algorithm produces higher speed comparing with Dijkstra algorithm and finds the optimal path in addition to shortest path.
Proposed routing algorithm depends on the group of factors and parameters to select the path between two points in the wireless network.
American Psychological Association (APA)
Humud, Haydar Katdhum& Jebur, Tuqa Karim. 2017. Modified radial based neural network for clustering and routing optimal path in wireless network. Ibn al-Haitham Journal for Pure and Applied Science،Vol. 30, no. 2, pp.233-244.
https://search.emarefa.net/detail/BIM-768351
Modern Language Association (MLA)
Humud, Haydar Katdhum& Jebur, Tuqa Karim. Modified radial based neural network for clustering and routing optimal path in wireless network. Ibn al-Haitham Journal for Pure and Applied Science Vol. 30, no. 2 (2017), pp.233-244.
https://search.emarefa.net/detail/BIM-768351
American Medical Association (AMA)
Humud, Haydar Katdhum& Jebur, Tuqa Karim. Modified radial based neural network for clustering and routing optimal path in wireless network. Ibn al-Haitham Journal for Pure and Applied Science. 2017. Vol. 30, no. 2, pp.233-244.
https://search.emarefa.net/detail/BIM-768351
Data Type
Journal Articles
Language
English
Notes
Includes appendices : p. 240-244
Record ID
BIM-768351