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Multi-antenna OFDM channel feedback compression exploiting sparsity

机译:利用稀疏性的多天线OFDM信道反馈压缩

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In order to enable advanced downlink multiantenna techniques, like MU-MIMO or Network MIMO, accurate channel knowledge at the transmitter is required. In order to save scarce uplink resources, the feedback has to be compressed. This paper provides a practical channel feedback compression technique which exploits the sparse nature of radio channels and removes redundant and irrelevant information. It introduces a novel path detection algorithm by modifying the existing orthogonal matching pursuit algorithm. Furthermore it presents efficient practical bit loading techniques. Channel aging effects can be efficiently handled by prediction, as shown in this paper. The prediction integrates very well into the presented feedback compression framework. For application to existing radio propagation channel compression, measurement results are discussed, dealing with the question how sparse the actual channel is.
机译:为了启用先进的下行链路多天线技术,例如MU-MIMO或网络MIMO,需要在发射机处具有准确的信道知识。为了节省稀缺的上行链路资源,必须压缩反馈。本文提供了一种实用的信道反馈压缩技术,该技术利用了无线电信道的稀疏特性并去除了多余和无关的信息。通过修改现有的正交匹配追踪算法,提出了一种新颖的路径检测算法。此外,它提出了有效的实用位加载技术。如本文所示,可以通过预测有效地处理通道老化效应。该预测很好地集成到了提出的反馈压缩框架中。为了应用于现有的无线电传播信道压缩,讨论了测量结果,处理了实际信道稀疏的问题。

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