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A novel scheduling algorithm for multiuser MIMO systems with channel decomposition

机译:一种新的具有信道分解的多用户MIMO系统调度算法

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In multiuser MIMO systems, the base station offers access to a group of users simultaneously. When the number of users is larger than the maximum that the system can support simultaneously, the base station selects a subset of users based on the scheduling policy, to maximize the system throughput. The scheduling policy used must improve the capacity and it should reduce the complexity. As the data transmitted to each user are different, it is necessary to avoid the inter-user interference. So a technique known as transmit pre-processing technique is used. It is the technique, which decomposes the multiuser MIMO downlink channel into multiple parallel independent single-user MIMO channels. As the pre-processing technique decomposes the channel, it offers the advantage which is interference mitigation. The optimal scheduling algorithm (exhaustive search) offers better performance but it is much complex. The Greedy algorithm offers comparable performance with reduced complexity. So a novel scheduling algorithm named as Modified Greedy algorithm is proposed to enhance the capacity. Simulation result shows that the Modified Greedy algorithm achieves higher capacity than the other scheduling schemes.
机译:在多用户MIMO系统中,基站同时提供对一组用户的访问。当用户数量大于系统同时支持的最大值时,基站基于调度策略选择用户的子集,以最大化系统吞吐量。使用的调度策略必须提高容量,它应该降低复杂性。当传输到每个用户的数据不同时,需要避免用户间干扰。因此,使用称为传输预处理技术的技术。它是将多用户MIMO下行链路信道分解为多个并行独立单用户MIMO通道的技术。随着预处理技术分解信道,它提供了干扰减轻的优势。最佳调度算法(详尽的搜索)提供更好的性能,但它很复杂。贪婪算法提供了可比性的性能,减少了复杂性。因此,提出了一种名为修改贪婪算法的新型调度算法来增强容量。仿真结果表明,修改的贪婪算法比其他调度方案更高的容量。

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