Fuzzy logic based spectrum handoff decision for prioritized secondary users in cognitive radio networks

M. E. Bayrakdar, A. Çalhan
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引用次数: 14

Abstract

Recent studies have revealed that due to the increasing number of wireless users, spectrum scarcity problem has arisen. In order to alleviate this problem, cognitive radio technology has emerged with the aim of using available spectrum in an opportunistic manner by secondary users. While utilizing licensed spectrum, it is inevitable for secondary users not to cause any interference to the primary users. Once the primary user activity is detected on the licensed channel at the time of on-going transmission of secondary user, secondary user must either change the licensed spectrum or stop its transmission. This case of changing spectrum by secondary user is known as spectrum handoff. In this paper, fuzzy logic based spectrum handoff decision is carried out by using data rate, channel usage, and priority. Different data traffics such as audio, and video are considered for secondary users. In order to simulate data traffics, two different simulation scenarios are realized. Besides, several priority classes are taken into account for urgent and real-time communications. In the proposed system, it is seen that accurate spectrum handoff decisions are made for different traffic types.
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认知无线网络中基于模糊逻辑的优先次用户频谱切换决策
近年来的研究表明,由于无线用户数量的不断增加,出现了频谱稀缺的问题。为了缓解这一问题,出现了认知无线电技术,其目的是由次级用户以机会主义的方式利用现有频谱。在利用许可频谱的过程中,二级用户不可避免地会对一级用户造成干扰。一旦在许可信道上检测到主用户活动,而辅助用户正在进行传输,则辅助用户必须更改许可频谱或停止其传输。这种由辅助用户改变频谱的情况称为频谱切换。本文利用数据速率、信道利用率和优先级进行基于模糊逻辑的频谱切换决策。次要用户考虑不同的数据流量,如音频和视频。为了模拟数据流量,实现了两种不同的仿真场景。此外,还考虑了紧急和实时通信的几个优先级。在提出的系统中,可以看到针对不同的业务类型做出了准确的频谱切换决策。
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