A WLAN triage testbed based on fuzzy logic and its performance evaluation for different number of clients and throughput parameter

Kosuke Ozera, Takaaki Inaba, Kevin Bylykbashi, Shinji Sakamoto, Makoto Ikeda, L. Barolli
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引用次数: 22

Abstract

Many devices communicate over Wireless Local Area Networks (WLANs). The IEEE 802.11e standard for WLANs is an important extension of the IEEE 802.11 standard focusing on Quality of Service (QoS) that works with any PHY implementation. The IEEE 802.11e standard introduces Enhanced Distributed Channel Access (EDCA) and HCF Controlled Channel Access (HCCA). Both these schemes are useful for QoS provisioning to support delay-sensitive voice and video applications. EDCF uses the contention window to differentiate high-priority and low-priority services. However, it does not consider the priority of users. In this paper, in order to deal with this problem, we propose a Fuzzy-based Admission Control System (FACS). We implemented a triage testbed using FACS and carried out an experiment. The experimental results show that the number of connected clients is increased during Avoid phase, but does not change during Monitoring phase. The experimental results show that the implemented testbed performs better than conventional WLAN.
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一种基于模糊逻辑的WLAN分类试验台及其在不同客户端数量和吞吐量参数下的性能评价
许多设备通过无线局域网(wlan)进行通信。用于wlan的IEEE 802.11e标准是IEEE 802.11标准的重要扩展,其重点是与任何PHY实现一起工作的服务质量(QoS)。IEEE 802.11e标准引入了增强型分布式信道接入(EDCA)和HCF控制信道接入(HCCA)。这两种方案都有助于提供QoS,以支持对延迟敏感的语音和视频应用。EDCF使用争用窗口来区分高优先级和低优先级的服务。然而,它没有考虑用户的优先级。为了解决这一问题,本文提出了一种基于模糊的录取控制系统(FACS)。我们使用FACS实现了一个分诊测试平台,并进行了实验。实验结果表明,在避免阶段连接的客户端数量增加,而在监控阶段没有变化。实验结果表明,所实现的无线局域网性能优于传统的无线局域网。
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