窄带环境下高效文件传输的网络编码

IF 2 4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS
Kangyong Yin, Haosheng Huang, Wei Liang, Hongwu Xiao, Lei Wang
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引用次数: 0

摘要

在高时延、高丢包率的窄带通信环境下,实现高效的端到端文件传输是一个挑战。传统的基于tcp的自动重传方案和基于udp的自动重传方案在传输性能上存在缺陷,不能满足日益增长的用户需求。为了在窄带环境下实现高效的端到端文件传输,提出了一种基于随机线性网络编码和卡尔曼滤波算法的高效文件传输方案。该方案通过卡尔曼滤波算法预测文件传输的链路质量,并通过随机线性网络编码设计文件传输的自适应编码策略。实验结果表明,该方法优于传统的文件传输方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Network Coding for Efficient File Transfer in Narrowband Environments
Achieving efficient end-to-end file transfer is challenging in a narrow-band communication environment with high latency and high packet loss rate. The traditional TCP-based scheme and the UDP-based automatic retransmission scheme have defects in the transmission performance, which cannot meet the increasing user demands. This paper proposes a high-efficiency file transfer scheme based on random linear network coding and the Kalman filtering algorithm to implement efficient end-to-end file transfer in narrow-band environment. The scheme predicts the link quality of file transmission through the Kalman filter algorithm and designs an adaptive coding strategy for file transfer through random linear network coding. Experimental results show that the proposed method outperforms traditional file transfer schemes.
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来源期刊
Information Technology and Control
Information Technology and Control 工程技术-计算机:人工智能
CiteScore
2.70
自引率
9.10%
发文量
36
审稿时长
12 months
期刊介绍: Periodical journal covers a wide field of computer science and control systems related problems including: -Software and hardware engineering; -Management systems engineering; -Information systems and databases; -Embedded systems; -Physical systems modelling and application; -Computer networks and cloud computing; -Data visualization; -Human-computer interface; -Computer graphics, visual analytics, and multimedia systems.
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