A Hybrid Approach to Call Admission Control in 5G Networks
Joint Authors
Al-Maitah, Mohammed
Semenova, Olena O.
Semenov, Andriy O.
Kulakov, Pavel I.
Kucheruk, Volodymyr Yu.
Source
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-10-08
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
Artificial intelligence is employed for solving complex scientific, technical, and practical problems.
Such artificial intelligence techniques as neural networks, fuzzy systems, and genetic and evolutionary algorithms are widely used for communication systems management, optimization, and prediction.
Artificial intelligence approach provides optimized results in a challenging task of call admission control, handover, routing, and traffic prediction in cellular networks.
5G mobile communications are designed as heterogeneous networks, whose important requirement is accommodating great numbers of users and the quality of service satisfaction.
Call admission control plays a significant role in providing the desired quality of service.
An effective call admission control algorithm is needed for optimizing the cellular network system.
Many call admission control schemes have been proposed.
The paper proposes a methodology for developing a genetic neurofuzzy controller for call admission in 5G networks.
Performance of the proposed admission control is evaluated through computer simulation.
American Psychological Association (APA)
Al-Maitah, Mohammed& Semenova, Olena O.& Semenov, Andriy O.& Kulakov, Pavel I.& Kucheruk, Volodymyr Yu.. 2018. A Hybrid Approach to Call Admission Control in 5G Networks. Advances in Fuzzy Systems،Vol. 2018, no. 2018, pp.1-7.
https://search.emarefa.net/detail/BIM-986254
Modern Language Association (MLA)
Al-Maitah, Mohammed…[et al.]. A Hybrid Approach to Call Admission Control in 5G Networks. Advances in Fuzzy Systems No. 2018 (2018), pp.1-7.
https://search.emarefa.net/detail/BIM-986254
American Medical Association (AMA)
Al-Maitah, Mohammed& Semenova, Olena O.& Semenov, Andriy O.& Kulakov, Pavel I.& Kucheruk, Volodymyr Yu.. A Hybrid Approach to Call Admission Control in 5G Networks. Advances in Fuzzy Systems. 2018. Vol. 2018, no. 2018, pp.1-7.
https://search.emarefa.net/detail/BIM-986254
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-986254