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基于萤火虫算法的认知车载网络频谱分配

朱丹 邱斌 肖海林 倪菊

计算机工程与应用2019,Vol.55Issue(2):67-71,5.
计算机工程与应用2019,Vol.55Issue(2):67-71,5.DOI:10.3778/j.issn.1002-8331.1710-0014

基于萤火虫算法的认知车载网络频谱分配

Spectrum Allocation in Cognitive Vehicular Network Based on Firefly Algorithm

朱丹 1邱斌 1肖海林 2倪菊1

作者信息

  • 1. 桂林电子科技大学 信息与通信学院,广西 桂林 541004
  • 2. 桂林理工大学 信息科学与工程学院,广西 桂林 541004
  • 折叠

摘要

Abstract

To solve slow convergence of cuckoo search algorithm for spectrum allocation in cognitive vehicle network, a new method based on firefly algorithm is proposed. In this method, the average benefit value of population is considered, the spectrum allocation variable is mapped into firefly location information, and the vehicle network throughput is con-verted into the firefly’s brightness value. Moreover, it utilizes firefly algorithm to discrete spectrum allocation variable and performs iterative optimization. The numerical analysis shows that the spectrum allocation of cognitive vehicle net-work based on firefly algorithm has a fast convergence speed, and the average benefit value is higher than that of genetic algorithm and cuckoo algorithm.

关键词

认知车载网/萤火虫算法/频谱分配

Key words

cognitive vehicular network/firefly algorithm/spectrum allocation

分类

信息技术与安全科学

引用本文复制引用

朱丹,邱斌,肖海林,倪菊..基于萤火虫算法的认知车载网络频谱分配[J].计算机工程与应用,2019,55(2):67-71,5.

基金项目

国家自然科学基金(No.60970016) (No.60970016)

天津市自然科学基金(No.11JCYBJC00800) (No.11JCYBJC00800)

天津市科技重大专项与工程项目(No.15ZXHLGX00390). (No.15ZXHLGX00390)

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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