基于功率分配和星座旋转的双用户下行NOMA极化码结构研究

B. Ng, C. Lam
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引用次数: 0

摘要

研究了双用户下行非正交多址(NOMA)系统中基于旋转QPSK星座的极化码联合构建和功率分配。我们的工作适用于类似物联网的网络,其中轻量级设备采用具有低数据速率流量的简单星座,并且假设高斯输入和无限块长度的传统编码性能分析可能变得不那么准确。以实现公平性和最小化NOMA用户间的最大分组错误率(BLER)为目标,考虑基于高斯近似密度演化(GA-DE)方法估计的最大分组错误率(BLER),结合星座旋转角度和对NOMA用户的功率分配来确定极性码的构造。仿真验证了所提出的方法在考虑的信噪比范围内产生与LDPC码一般相当的BLER性能,同时具有更短的块长度。
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On the Construction of Polar Codes in Two-User Downlink NOMA with Power Allocation and Constellation-Rotation
We consider the joint construction of polar codes and power allocation based on rotated QPSK constellation in the two-user downlink non-orthogonal multiple access (NOMA) system. Our work is suitable for IoT-like networks where lightweight devices employ simple constellations with low data rate traffic, and the traditional coding performance analysis assuming Gaussian inputs and infinite blocklength may become less accurate. With the goal of achieving fairness and minimizing the maximum block-error-rate (BLER) among the NOMA users, the construction of polar codes, which takes into consideration the BLER estimated by the Gaussian-approximation-based density evolution (GA-DE) method, is jointly determined with the constellation-rotation angle and the power allocation over the NOMA users. Simulations verify that the proposed approach yields generally comparable BLER performance as the LDPC codes over the range of SNR considered while having shorter blocklength.
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