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Base station cooperation in MIMO-aided multi-user multi-cell systems employing distributed probabilistic data association based soft reception

机译:基于分布式概率数据关联的软接收的mImO辅助多用户多小区系统中的基站协作

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摘要

Inter-cell co-channel interference (CCI) mitigation is investigated in the context of cellular systems relying on dense frequency reuse. A distributed Base Station (BS) cooperation aided soft reception scheme using the Probabilistic Data Association (PDA) algorithm and Soft Combining (SC) is proposed for the uplink of multi-user multi-cell MIMO systems. The realistic hexagonal cellular model relying on unity Frequency Reuse (FR) is considered, where both the BSs and the Mobile Stations (MSs) are equipped with multiple antennas. Local cooperation based message passing is used instead of a global message passing chain for the sake of reducing the backhaul traffic. The PDA algorithm is employed as a low complexity solution for producing soft information, which facilitates the employment of SC at the individual BSs in order to generate the final soft decision metric. Our simulations and analysis demonstrate that despite its low additional complexity and backhaul traffic, the proposed distributed PDA-aided reception scheme significantly outperforms the conventional non-cooperative bench markers.
机译:在依赖密集频率复用的蜂窝系统中研究了小区间同信道干扰(CCI)缓解。针对多用户多小区MIMO系统的上行链路,提出了一种使用概率数据关联(PDA)算法和软组合(SC)的分布式基站(BS)协作辅助软接收方案。考虑了依赖于统一频率复用(FR)的现实的六角形蜂窝模型,其中BS和移动站(MS)都配备有多个天线。为了减少回程流量,使用了基于本地合作的消息传递而不是全局消息传递链。 PDA算法被用作用于生成软信息的低复杂度解决方案,这有助于在各个BS处采用SC以生成最终的软判决度量。我们的仿真和分析表明,尽管它的附加复杂度和回程通信量较低,但所建议的分布式PDA辅助接收方案明显优于常规的非合作基准标记。

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