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arXiv 0802.3495cs.ITmath.IT
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高斯干扰网络:低干扰区的总容量和容量域的新外界

Gaussian Interference Networks: Sum Capacity in the Low Interference Regime and New Outer Bounds on the Capacity Region

V. Sreekanth Annapureddy, Venugopal V. Veeravalli

摘要:

高斯干扰网络容量域的建立是信息论中的一个开放问题。在这个问题上的最新进展导致了一个一般的两个用户高斯干扰信道的容量区域在一个比特内的特性。在本文中,我们开发了新的,改进的能力区域的外部边界。使用这些界限,我们表明,治疗干扰噪声实现了两个用户的高斯干扰信道的总容量在低干扰制度,其中干扰参数低于一定的阈值。然后,我们将我们的技术和结果推广到高斯干扰网络与两个以上的用户。特别是,我们证明了总干扰阈值,低于该阈值,将干扰作为噪声处理,实现总容量,随着用户的数量而增加。

英文摘要:

Establishing the capacity region of a Gaussian interference network is an open problem in information theory. Recent progress on this problem has led to the characterization of the capacity region of a general two user Gaussian interference channel within one bit. In this paper, we develop new, improved outer bounds on the capacity region. Using these bounds, we show that treating interference as noise achieves the sum capacity of the two user Gaussian interference channel in a low interference regime, where the interference parameters are below certain thresholds. We then generalize our techniques and results to Gaussian interference networks with more than two users. In particular, we demonstrate that the total interference threshold, below which treating interference as noise achieves the sum capacity, increases with the number of users.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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