利用多目标PSO优化的累积时延和信道容量联合优化的频谱切换算法

张煜培; 赵知劲; 郑仕链

doi:10.11959/j.issn.1000-0801.2018114

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利用多目标PSO优化的累积时延和信道容量联合优化的频谱切换算法

研究与开发 | 更新时间：2024-06-05

- 利用多目标PSO优化的累积时延和信道容量联合优化的频谱切换算法
- Spectrum handoff method by using joint optimization of cumulative delay and channel capacity based on multi-objective PSO
- 电信科学 2018年34卷第7期页码：62-71
- 作者机构：
  
  1. 杭州电子科技大学通信工程学院，浙江杭州 310018
  2. 中国电子科技集团第36研究所通信系统信息控制技术国家级重点实验室，浙江嘉兴 314001
- 作者简介：
  
  [ "张煜培（1995-），男，杭州电子科技大学硕士生，主要研究方向为认知无线电、频谱感知、频谱切换算法。" ]
  [ "赵知劲（1959-），女，杭州电子科技大学教授、博士生导师，主要研究方向为认知无线电、通信信号处理、自适应信号处理等。" ]
  [ "郑仕链（1984-），男，中国电子科技集团第36研究所通信系统信息控制技术国家级重点实验室博士生，主要研究方向为认知无线电、进化算法、压缩感知。" ]
- 基金信息：
  
  “十二五”国防预研项目;The National Defense Pre-Research Project During the Twelfth Five-year Plan Period(41001010401)
- DOI：10.11959/j.issn.1000-0801.2018114
  中图分类号： TN911
- 网络出版日期：2018-07，
  
  纸质出版日期：2018-07-20
- 稿件说明：
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张煜培, 赵知劲, 郑仕链. 利用多目标PSO优化的累积时延和信道容量联合优化的频谱切换算法[J]. 电信科学, 2018,34(7):62-71.

Yupei ZHANG, Zhijin ZHAO, Shilian ZHENG. Spectrum handoff method by using joint optimization of cumulative delay and channel capacity based on multi-objective PSO[J]. Telecommunications science, 2018, 34(7): 62-71.
张煜培, 赵知劲, 郑仕链. 利用多目标PSO优化的累积时延和信道容量联合优化的频谱切换算法[J]. 电信科学, 2018,34(7):62-71. DOI： 10.11959/j.issn.1000-0801.2018114.

Yupei ZHANG, Zhijin ZHAO, Shilian ZHENG. Spectrum handoff method by using joint optimization of cumulative delay and channel capacity based on multi-objective PSO[J]. Telecommunications science, 2018, 34(7): 62-71. DOI： 10.11959/j.issn.1000-0801.2018114.

摘要

目前频谱切换中多以单目标优化设计目标信道，为了满足大容量实时传输要求，需要综合考虑累积切换时延和有效信道容量。对此构建了目标信道设计的多目标函数，提出了求解离散多目标优化问题的粒子群算法（DMOPSO），给出了种群编码、更新方式离散化设计。仿真结果表明，所提出的频谱切换算法得到的最优信道访问解集能够兼顾网络的实时性和高吞吐率，算法复杂度较低。

Abstract

At present

a single target optimization function is often used in channel design.While in order to meet the large capacity real-time transmission

it is necessary to consider the cumulative delay and channel capacity simultaneously.The multi-objective function of the target channel design was constructed

and discrete multi-objective particle swarm optimization algorithm(DMOPSO) was proposed to solve it.The discretization design of the population coding and updating was given.The simulation results show that the optimal channel set obtained by proposed spectrum handoff algorithm can take into account the real-time and high throughput of the network

while needing the low complexity.

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references

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