Multicell LMMSE Filtering Capacity under Correlated Multiple BS Antennas

S. Chatzinotas, M. Imran, R. Hoshyar, B. Ottersten
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引用次数: 2

Abstract

Multicell joint processing has been shown to efficiently suppress inter-cell interference, while providing a high capacity gain due to spatial multiplexing across distributed Base Stations (BSs). However, the complexity of the optimal joint decoder in the multicell uplink channel grows exponentially with the number of users, making it prohibitive to implement in practice. In this direction, this paper investigates the uplink capacity performance of multicell joint linear minimum mean square error (LMMSE) filtering, followed by single-user decoding. The considered cellular multiple-access channel model assumes both Rayleigh and Rician flat fading, path loss, distributed users and correlated multiple antennas at the base station side. The case of Rayleigh fading is tackled using a free probability approach, while the case of Rician fading is addressed through a deterministic equivalent calculated using non-linear programming techniques. In this context, it is shown that LMMSE can provide high spectral efficiencies in practical macrocellular scenarios.
相关多BS天线下多小区LMMSE滤波能力研究
多蜂窝联合处理已被证明可以有效地抑制蜂窝间干扰,同时由于跨分布式基站(BSs)的空间复用而提供高容量增益。然而,在多小区上行信道中,最优联合解码器的复杂性随着用户数量呈指数增长,使其难以在实践中实现。在这个方向上,本文研究了多小区联合线性最小均方误差(LMMSE)滤波,然后进行单用户解码的上行容量性能。所考虑的蜂窝多址信道模型假定基站侧存在瑞利和瑞利平衰落、路径损耗、分布式用户和相关多天线。使用自由概率方法解决瑞利衰落的情况,而通过使用非线性规划技术计算的确定性等效方法解决瑞利衰落的情况。在这种情况下,LMMSE可以在实际的大蜂窝场景中提供高的频谱效率。
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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