Optimization the cognitive radio decision based on improved nature inspired approach
Other Title(s)
اتخاذ القرار الأمثل للشبكة الإدراكية المعرفية بالاعتماد على الطرق المستوحاة من الطبيعة المطورة
Joint Authors
Abd, Sad Hamid
Mustafa, Mustafa Sabah
Source
Issue
Vol. 2018, Issue 29 (30 Jun. 2018), pp.63-83, 21 p.
Publisher
Publication Date
2018-06-30
Country of Publication
Iraq
No. of Pages
21
Main Subjects
Information Technology and Computer Science
Abstract EN
Cognitive radio networks (CRNs) are group of nodes prepared through cognitive radios which can improve the performance automatically via changing its behavior to adapt to the environment.
Although various routing protocols that reflect the CRNs decisions are proposed to incorporate the varying degrees of adaptation, these protocols are to provide QoS guarantees to the CRNs.
In order to effectively transmit data packets and to develop cognitive routing protocols and to enforce challenges as a result of the changing nature of the obtainable spectrum, this research proposes an optimization path routing algorithm depend on the basis of the one of inspired approaches (Specifically improved cat swarm algorithm) to speed up the exploration for the optimal routes.
This algorithm is a new met heuristic algorithm.
It is being used for solving optimization problem.
This paper presents an advanced routing algorithm specified for this networks, this algorithm is based on the cat swarm algorithm, makes the transmission process effectual, adaptive in addition to scalable with an cumulative number of nodes.
The new guideline proposed better satisfies the demands of QoS and show that the algorithm is valid and effective in controlling the packet loss ratio, time delay and the residual bandwidth while satisfying service requirements, emphasizing of some important characteristics of cat swarm search algorithm.
Finally simulation results illustration that the proposed work offer efficient bandwidth exploitation.
American Psychological Association (APA)
Abd, Sad Hamid& Mustafa, Mustafa Sabah. 2018. Optimization the cognitive radio decision based on improved nature inspired approach. al-Mansour،Vol. 2018, no. 29, pp.63-83.
https://search.emarefa.net/detail/BIM-832473
Modern Language Association (MLA)
Abd, Sad Hamid& Mustafa, Mustafa Sabah. Optimization the cognitive radio decision based on improved nature inspired approach. al-Mansour No. 29 (2018), pp.63-83.
https://search.emarefa.net/detail/BIM-832473
American Medical Association (AMA)
Abd, Sad Hamid& Mustafa, Mustafa Sabah. Optimization the cognitive radio decision based on improved nature inspired approach. al-Mansour. 2018. Vol. 2018, no. 29, pp.63-83.
https://search.emarefa.net/detail/BIM-832473
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 81-82
Record ID
BIM-832473