Instantly decodable network codes for cooperative index coding problem over general topologies

Shahriar Etemadi Tajbakhsh, P. Sadeghi, N. Aboutorab
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引用次数: 25

Abstract

We consider a group of n wireless clients and a set of k messages. Each client initially holds a subset of messages and is interested in an arbitrary subset of messages. Each client cooperates with other clients to obtain the set of messages it wants by exchanging instantly decodable network coded (IDNC) packets. This problem setting is known as the cooperative index coding problem. Clients are assumed to be connected through an arbitrary topology. In the absence of any known algorithm to complete the exchange of packets for general network topologies, we propose a greedy algorithm to satisfy the demands of all the clients with the aim of reducing the mean completion time. Our algorithm, in a completely distributed fashion, decides which subset of clients should transmit at each round of transmission and which messages should be coded together by each transmitting client to generate an IDNC packet. The algorithm encourages transmissions which are decodable for a larger number of clients and attempts to avoid collisions. We evaluate the performance of our algorithm via numerical experiments.
基于一般拓扑结构的即时可解码网络编码
我们考虑一组n个无线客户端和一组k条消息。每个客户机最初持有消息的一个子集,并对消息的任意子集感兴趣。每个客户机与其他客户机合作,通过交换即时可解码网络编码(IDNC)数据包来获得它想要的消息集。这个问题被称为合作索引编码问题。假定客户端通过任意拓扑连接。在没有任何已知算法来完成一般网络拓扑的数据包交换的情况下,我们提出了一种贪婪算法来满足所有客户端的需求,以减少平均完成时间。我们的算法以完全分布式的方式,决定在每一轮传输中应该传输哪些客户端子集,以及每个传输客户端应该将哪些消息编码在一起以生成IDNC数据包。该算法鼓励对更多客户端可解码的传输,并试图避免冲突。我们通过数值实验来评估算法的性能。
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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