• 学术论文 •

### 基于区间二型模糊神经网络的垂直切换算法

1. 1. 重庆邮电大学计算机科学与技术学院, 重庆 400065;
2. 重庆邮电大学计算机网络与通信技术重点实验室, 重庆 400065
• 收稿日期:2020-08-06 修回日期:2020-12-04 出版日期:2021-05-25
• 通讯作者:
• 王双双(通信作者) 女,1995年生,湖北宜昌人,硕士研究生,研究方向为超密集异构无线网络. E-mail:1271755437@qq.com
• 作者简介:
• 马彬 男,1978年出生,四川人,博士,重庆邮电大学教授,主要研究方向为认知无线电网络、异构无线网络、不确定智能算法等. E-mail:mab_cqupt@sina.com
• 基金资助:
• 重庆市自然科学基金 (No.CSTC2018jcyjAX0432）; 重庆市教委科学技术研究计划重大项目 (No.KJZD-M201900602）; 重庆市教委科学技术研究重点项目 (No.KJZD-K201800603）

### Vertical Handover Algorithm Based on Interval Type-2 Fuzzy Neural Network

MA Bin1,2, WANG Shuang-shuang1,2, CHEN Hai-bo1,2

1. 1. Institute of Computer Science and Technology, Chongqing University of Post and Telecommunication, Chongqing 400065, China;
2. Chongqing Key Laboratory of Computer Network and Communication Technology, Chongqing 400065, China
• Received:2020-08-06 Revised:2020-12-04 Online:2021-05-25 Published:2021-05-25

Abstract: In the ultra-dense heterogeneous wireless network,the traditional vertical handoff algorithm can not describe the fuzziness and randomness of the network state at the same time,so the network performance can not be effectively improved.A vertical handoff algorithm based on the interval type II fuzzy neural network is proposed to solve above problem.A two-stage decision system is reconstructed:in the network’s prescreening stage,the historical access rate is defined to set the threshold combine with the number of current candidate network sets.According to the received signal strength and the remaining available bandwidth,all the networks within the user’s receiving range are preliminarily screened; The delay,packet loss rate and bit error rate of the remaining candidate networks are taken as the inputs of the it2fnn in the vertical handoff decision stage.The fuzzy logic reasoning is completed by using the structure of the feedforward neural network,and the output decision value is calculated after the training,and the optimal network is selected.The simulation results show that the algorithm can ensure low time consumption,and effectively reduce the error probability of handoff decision and the number of handoff failures and handoff times.Meanwhile,it can improve the total throughput of networks.