Optimization of ant colony for next generation wireless cognitive networks

被引：6

作者：

Bayrakdar, Muhammed Enes ^{[1
]}

Calhan, Ali ^{[1
]}

机构：

[1] Duzce Univ, Technol Fac, Comp Engn Dept, Duzce, Turkey

来源：

JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI | 2021年 / 24卷 / 03期

关键词：

Ant colony; cognitive radio; handoff; optimization; spectrum management; SPECTRUM HANDOFF;

D O I：

10.2339/politeknik.635065

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

In this work, the spectrum handoff process carried out by secondary users according to priority classes in cognitive radio networks is proposed. The network structure design of analytical and simulation models is simulated with the RIVERBED software. Moreover, deciding on the most suitable spectrum handoff process is determined by using artificial intelligence techniques. Using multi-parameter decision-making processes is the objective of our work. Optimization of the spectrum handoff number with the help of an ant colony algorithm is the main goal of our work. By studying similar aspects of cognitive radio networks and ant colony algorithms, the number of handoffs is reduced within the most appropriate scenario.

引用

页码：779 / 784

页数：8

共 18 条

[1]

[Anonymous], 2010, IEEE 11 INT WORKSH S

[2]

[Anonymous], 2011, INT C EN AUT SIGN BH

[3]

Bayrakdar M.E., 2012, 2012 20th Int. Conf. Software, Telecommun. Comput. Networks, P1

[4]

Bayrakdar ME, 2017, SIG PROCESS COMMUN

[5]

Bayrakdar ME, 2015, SIG PROCESS COMMUN, P331, DOI 10.1109/SIU.2015.7129826

[6] Detection Error Aware Spectrum Handoff Mechanism for Cognitive Radios [J].

Coutinho, Pedro Smith ;

Rocha da Silva, Marcel William ;

de Rezende, Jose Ferreira .

2012 7TH INTERNATIONAL ICST CONFERENCE ON COGNITIVE RADIO ORIENTED WIRELESS NETWORKS AND COMMUNICATIONS (CROWNCOM), 2012, :48-53

[7] Joint Optimization of Spectrum Handoff Scheduling and Routing in Multi-hop Multi-radio Cognitive Networks [J].

Feng, Wei ;

Cao, Jiannong ;

Zhang, Chisheng ;

Liu, Chuda .

2009 29TH IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS, 2009, :85-92

[8]

Ghasemi A, 2012, 2012 SIXTH INTERNATIONAL SYMPOSIUM ON TELECOMMUNICATIONS (IST), P182, DOI 10.1109/ISTEL.2012.6482980

[9] A Survey of Artificial Intelligence for Cognitive Radios [J].

He, An ;

Bae, Kyung Kyoon ;

Newman, Timothy R. ;

Gaeddert, Joseph ;

Kim, Kyouwoong ;

Menon, Rekha ;

Morales-Tirado, Lizdabel ;

Neel, James 'Jody' ;

Zhao, Youping ;

Reed, Jeffrey H. ;

Tranter, William H. .

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2010, 59 (04) :1578-1592

[10]

He Q, 2012, IEEE VTS VEH TECHNOL

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