Impact of Overloading Factor on MIMO–SCMA Systems

Vita Awalia Mardinata, D. Kurniawan, N. Armi
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引用次数: 2

Abstract

Sparse code multiple access with multiple-input multiple-output (MIMO–SCMA) is one of the technical schemes proposed for 5G communication systems. One of the challenges in 5G network is massive connectivity regarding the number of devices and data volume without spectrum increase. In the SCMA structure, each allocated resource can be accessed by several users at the same frequency and time, which is called the overload factor. This paper investigates MIMO–SCMA performance with various overload scenarios under Rayleigh and AWGN channel models. For single SCMA and MIMO– SCMA with an increased overloading factor up to 300%, the result shows that the processing time significantly increases, and the bit error rate performance is underperformed. However, MIMO-SCMA performance is outperformed others in bit error rate, but processing time complexity is still higher than single SCMA.
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超载系数对MIMO-SCMA系统的影响
多输入多输出稀疏码多址(MIMO-SCMA)是5G通信系统提出的技术方案之一。5G网络面临的挑战之一是在频谱不增加的情况下,设备数量和数据量的大规模连接。在SCMA结构中,每个分配的资源可以由多个用户以相同的频率和时间访问,这称为过载因子。本文研究了在Rayleigh和AWGN信道模型下MIMO-SCMA在各种过载情况下的性能。对于单SCMA和过载系数增加到300%的MIMO - SCMA,结果表明处理时间显著增加,误码率性能较差。然而,MIMO-SCMA在误码率上优于其他性能,但处理时间复杂度仍高于单个SCMA。
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