A fuzzy-based mechanism for delay window adjustment to improve TCP performance in wireless multi-hop networks

M. Nassiri, Mojtaba Mehdizadeh
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Abstract

TCP protocol was initially designed for wired networks to guarantee reliable data transfer. In wired networks, TCP assumes congestion if data packets are dropped. However, this assumption does not hold when the end-to-end path includes wireless links, where, high bit error rate (BER), shared medium and dynamic nature of the wireless channel may cause packet loss. This results in a severe degrade in performance of standard TCP in wireless networks. On the other hand, TCP cannot be changed fundamentally due to the large base of installation in the wired network. Delayed-ACK generation at the TCP receiver has been proposed to mitigate collision rate within wireless network. However, choosing appropriate delayed window size is an important issue. In this article, we propose a new delayed-ACK approach based on a fuzzy controller to improve TCP performance in wireless networks. The major advantage of our mechanism is reducing the overhead and the collision rate in multi-hop wireless networks. We also compare our proposal with some of well-known studies. Simulations results confirm good performance of our mechanism.
一种基于模糊的延迟窗口调整机制以提高无线多跳网络中TCP的性能
TCP协议最初是为有线网络设计的,以保证可靠的数据传输。在有线网络中,如果数据包被丢弃,TCP会假定拥塞。但是,当端到端路径包含无线链路时,这种假设就不成立了,因为无线信道的高误码率(BER)、共享介质和动态特性可能会导致丢包。这将导致无线网络中标准TCP性能的严重下降。另一方面,由于有线网络中的安装基数很大,TCP不能从根本上改变。为了降低无线网络中的碰撞率,提出了在TCP接收端产生延迟ack的方法。然而,选择合适的延迟窗口大小是一个重要的问题。在本文中,我们提出了一种新的基于模糊控制器的延迟ack方法来提高TCP在无线网络中的性能。该机制的主要优点是减少了多跳无线网络的开销和碰撞率。我们还将我们的建议与一些知名的研究进行了比较。仿真结果证实了该机构的良好性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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