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Hierarchical codebook design for fast search with Grassmannian codebook

机译:格拉斯曼密码簿的快速搜索的分层密码簿设计

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It has been well known that channel aware systems (closed-loop) have better performance than channel unknown systems (open-loop). In order to know channel in the transmitter, receivers should send own channel information the transmitter through reverse channel. However, the channel information should be fed back in Frequency Division Duplexing (FDD) additionally since forward link channel and reverse link channel are different each other. In FDD, the channel information is usually quantized as a codebook and each receiver feedback the best codeword index within the codebook by any metric generally. The codebook has the characteristic that as codebook size is larger system performance increases but computational complexity to find the best codeword also increases exponentially in conventional codebook structure. In this paper, we propose some codebook design schemes which have hierarchical structure to overcome the complexity problem as well as achieves near-optimal performance.
机译:众所周知,信道感知系统(闭环)比信道未知系统(开环)具有更好的性能。为了知道发射机中的信道,接收机应通过反向信道向发射机发送自己的信道信息。但是,信道信息应另外在频分双工(FDD)中反馈,因为前向链路信道和反向链路信道彼此不同。在FDD中,通常将信道信息量化为码本,并且每个接收器通常通过任何度量来反馈该码本内的最佳码字索引。码本的特征在于,随着码本尺寸的增大,系统性能会增加,但是在常规码本结构中,寻找最佳码字的计算复杂度也会成倍增加。在本文中,我们提出了一些具有分层结构的码本设计方案,以克服复杂性问题并实现接近最佳的性能。

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