一种新的无用户选择NOMA接收机技术

Vaishnavi Jootu Sethuram
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引用次数: 0

摘要

非正交多址(NOMA)/多用户叠加传输(MUST)是下一代无线接入技术的主要候选技术之一,因为它们提供了更好的用户公平性和更高的频谱效率。连续干扰消除(SIC)接收机使多个用户能够被调度到相同的时频资源中,同时在功率域上进行区分。双用户功率域NOMA (PD-NOMA)分析清楚地表明,为了实现用户间干扰的消除,用户间信噪比差异是非常重要的。因此,用户选择或配对变得至关重要,并且当用户配对错误时可能导致严重的同信道干扰。为了克服这个问题,提出了一种新的NOMA方法,其中用户配对可以是任意的,但使用了一种先进的接收器技术,可以成功解码所需用户的数据。提出了一种基于高斯混合的新型接收机。实验结果表明,该检测器的误码率性能与联合检测器非常接近,可以在上行和下行方向上使用。这项工作的另一个关键贡献是展示了过度建模技术,该技术使解码器无需知道有关干扰的任何先验信息即可运行。这为建立基于高斯混合模型(GMM)的接收机提供了一种实用的方法,可用于各种干扰场景。
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A Novel Receiver Technique to enable NOMA Without User Selection
NOMA (Non Orthogonal Multiple Access)/MUST (Multi-User Superposition Transmission) is one of the major candidates for next generation wireless access technologies as they provide better user fairness and improved spectral efficiency. Successive Interference Cancellation (SIC) receivers enable multiple users to be scheduled in the same time-frequency resources while differentiated in power domain. Two user Power Domain NOMA (PD-NOMA) analysis clearly shows that the SNR difference between the users is very important in order to achieve inter-user interference cancellation. Hence user selection or pairing becomes crucial and can lead to heavy co-channel interference when users are paired wrongly. In order to overcome this problem, a new method of NOMA is proposed where the user pairing can be arbitrary, but an advanced receiver technique is used which enables successful decoding of the desired user’s data. A novel Gaussian Mixture based receiver is proposed. It is shown that the error rate performance of this detector is very close to that of a joint detector and the proposed technique can be used both in uplink and downlink directions. Another key contribution of this work is to show the over-modeling technique which enables the decoder to operate without having to know any prior information about the interferers. This enables a practical approach to build Gaussian Mixture Model (GMM) based receivers for a variety of interference scenarios.
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