Delay-Based Congestion Control for Multipath TCP in Heterogeneous Wireless Networks

Honglin Li, Ying Wang, Ruijin Sun, Shan Guo, Hong Wang
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引用次数: 4

Abstract

The advancements in communication technologies enable mobile terminals to simultaneously receive traffic with multiple radio interfaces. Multipath transmission control protocol (MPTCP) exploits the multihoming feature of mobile terminals to implement concurrent multipath transfer over heterogeneous wireless networks. In this paper, we propose a delay-based congestion control algorithm (DBCCA) for MPTCP to optimise the transmission performance. The proposed algorithm mainly includes two steps. First, a constrained optimization problem is formed to minimize the delay difference of different paths and a near-optimal rate distribution vector is obtained with genetic algorithm. Second, we adjust the congestion windows based on the acquired rate distribution vector and the round-trip time to distribute traffic over each path. Jointly considering the throughput and the delay, DBCCA effectively optimizes mobile traffic transmission in heterogeneous networking environment. Experimental results show that DBCCA shifts part of traffic from the higher loss paths to the lower ones, which significantly improves throughput.
异构无线网络中基于延迟的多路径TCP拥塞控制
通信技术的进步使移动终端能够同时接收具有多个无线电接口的业务。多路径传输控制协议(MPTCP)利用移动终端的多归特性,实现异构无线网络上的并发多路径传输。为了优化MPTCP的传输性能,本文提出了一种基于延迟的拥塞控制算法(DBCCA)。该算法主要包括两个步骤。首先,构造一个最小化不同路径时延差的约束优化问题,利用遗传算法得到近最优速率分布向量;其次,我们根据获得的速率分布向量和往返时间调整拥塞窗口,将流量分配到每条路径上。DBCCA综合考虑了吞吐量和时延,有效地优化了异构组网环境下的移动流量传输。实验结果表明,DBCCA将部分流量从高损耗路径转移到低损耗路径,显著提高了吞吐量。
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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