自动速率自适应

Hotnets-IX Pub Date : 2010-10-20 DOI:10.1145/1868447.1868461
Aditya Gudipati, S. Katti
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引用次数: 24

摘要

速率自适应是无线网络的基本原理。由于无线信道强度变化迅速且不可预测,因此发送方必须不断测量信道并相应地调整比特率,以便传输的数据包得到正确解码。先前解决此问题的方法可以分为两类:一类需要接收方提供关于信道强度的持续且昂贵的反馈,另一类使用基于数据包丢失的粗糙且通常不准确的推断来测量信道强度并决定使用什么比特率。在本文中,我们采取相反的方法。我们不是根据接收方或丢包反馈主动调整比特率,而是提出了一种发送方不测量或调整比特率的技术,而接收方则设法以与当时存在的任何信道条件相对应的比特率接收数据包。该技术适用于现有的编码和调制技术(例如WiFi中的卷积编码),并且不需要对它们进行任何更改。我们的初步评估表明,我们提出的无反馈技术达到的性能几乎与发送方事先确切知道信道强度的性能一样好。
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Automatic rate adaptation
Rate adaptation is a fundamental primitive in wireless networks. Since wireless channel strength varies quickly and unpredictably, senders have to constantly measure the channel and correspondingly adapt the bitrate so that the transmitted packet gets correctly decoded. Prior approaches to this problem can be divided into two classes: those that require constant and expensive feedback from the receiver about channel strength, or those that use coarse and often inaccurate inference based on packet losses to measure channel strength and decide what bitrate to use. In this paper we take the opposite approach. Instead of actively adapting the bitrate based on receiver or packet loss feedback, we present a technique where the sender does no measurement or adaptation, yet the receiver manages to receive packets at a bitrate corresponding to whatever channel conditions exist at that point. The technique works with existing coding and modulation techniques (e.g. convolutional codes in WiFi), and requires no changes to them. Our preliminary evaluation shows that our proposed feedback-free technique achieves a performance that is nearly as good as if the sender knew exactly what the channel strength was in advance.
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