华南理工大学学报(自然科学版) ›› 2016, Vol. 44 ›› Issue (5): 1-7.doi: 10.3969/j.issn.1000-565X.2016.05.001

• 电子、通信与自动控制 •    下一篇

基于近端梯度算法的协作拥塞策略

柯峰 麦帆 邓远意 陈晓彬   

  1. 华南理工大学 电子与信息学院,广东 广州 510640
  • 收稿日期:2015-11-09 修回日期:2016-01-04 出版日期:2016-05-25 发布日期:2016-04-12
  • 通信作者: 柯峰(1975-),男,副教授,主要从事宽带无线通信网络、数字通信原理研究. E-mail:fengke@scut.edu.cn
  • 作者简介:柯峰(1975-),男,副教授,主要从事宽带无线通信网络、数字通信原理研究.
  • 基金资助:
    国家自然科学基金资助项目(61001113);华南理工大学中央高校基本科研业务费专项资金资助项目(2013ZZ0052)

Cooperative Jamming Strategy Based on Proximal Gradient Algorithm

KE Feng MAI Fan DENG Yuan-yi CHEN Xiao-bin   

  1. School of Electronic and Information,South China University of Technology,Guangzhou 510640,Guangdong,China
  • Received:2015-11-09 Revised:2016-01-04 Online:2016-05-25 Published:2016-04-12
  • Contact: 柯峰(1975-),男,副教授,主要从事宽带无线通信网络、数字通信原理研究. E-mail:fengke@scut.edu.cn
  • About author:柯峰(1975-),男,副教授,主要从事宽带无线通信网络、数字通信原理研究.
  • Supported by:
    Supported by the National Natural Science Foundation of China(61001113)

摘要: 经典的协作拥塞策略忽略了目的节点端所受到的干扰信号,并使用了较多的中继数量和中继功率. 为了减少中继总功耗和中继使用数量,同时保持较高的安全容量,文中在安全容量的优化问题中引入组稀疏惩罚,并采用近端梯度算法(PGA)进行求解,提出了基于 PGA 的协作拥塞策略. 仿真结果表明,PGA 算法能有效解出安全容量,通过调节惩罚因子的大小,可以在损失小部分安全容量的情况下,大大减少中继总功耗和中继使用数量,合理分配系统资源,提高中继使用效率.

关键词: 通信安全, 协作拥塞策略, 近端梯度算法, 安全容量

Abstract: In the traditional cooperative jamming strategies,the interfering signals at the destination node are com- monly ignored,and many relays and a great amount of power are consumed.In order to reduce the consumption of total power and relays without degrading security capacity,group-sparse penalty is introduced in the optimization of security capacity,and a proximal gradient algorithm (PGA) is employed to solve the problem.Moreover,a co- operative jamming strategy on the basis of PGA is proposed.Simulated results show that the PGA-based algorithm helps obtain the security capacity effectively; and that,by adjusting the penalty factor,it can remarkably reduce the consumption of total delay power and delays only with small security capacity loss,reasonably allocate system resources and improve the service efficiency of relays.

Key words: communication security, cooperative jamming strategy, proximal gradient algorithm, security capacity

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