基于LBG算法的空间相关信道预编码系统码本设计

Yueying Zhang, H. Long, Shanshan Shen, K. Zheng, Wenbo Wang
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引用次数: 5

摘要

预编码是在多输入多输出系统中获得高信道容量和高信道质量的有效途径,是近年来研究的热点。在基于码本的预编码系统中,应该考虑性能和反馈开销之间的权衡。本文通过重新定义传统LBG算法中的一组操作,首次将一种新版本的LBG算法应用于码本设计。此外,该码本可以在空间相关信道下进行在线训练,以适应信道的变化。仿真结果表明,与传统的固定均匀码本设计相比,所提出的码本设计具有更好的鲁棒性、更小的量化误差和更高的容量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel codebook design with the LBG algorithm in precoding systems under spatial correlated channel
Precoding is an efficient approach to obtain high channel capacities and high quality in multiple-input-multiple-output systems and draws much attention in recent researches. In the codebook-based precoding systems, the tradeoff between performance and feedback overhead should be considered. In this paper, a novel version of the Linde-Buzo-Gray (LBG) algorithm is first utilized in the codebook design by redefining a set of operations in the conventional LBG algorithm. Moreover, the codebook can be trained online under spatial correlated channel adapting to the channel variation. Simulation results demonstrate that the proposed codebook design achieves better robustness, smaller quantization error and higher capacity than the traditional fixed uniform codebook design does.
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