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Energy-Spectral Efficiency Tradeoff of Downlink NOMA System with Fairness Consideration

机译:考虑公平性的下行NOMA系统的能谱效率折衷

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In this paper, we explore the energy efficiency (EE) and spectral efficiency (SE) tradeoff with α-fairness consideration for downlink non-orthogonal multiple access (NOMA) networks based on a multi-objective optimization problem. To acquire the Pareto optimal solution of the original optimization problem, the weighted sum method is adopted to transfer the multi- objective optimization problem to a single-objective optimization problem. The trade-off between SE and EE with fairness considered can be captured through the Pareto optimal solution. Simulation results reveal the achievable SE and EE with same α of NOMA networks outperform that of OFDMA protocol as α is small, and the NOMA networks with more multiplexed users have better performance in EE and SE of NOMA networks as the fairness level among users is higher.
机译:在本文中,我们基于多目标优化问题,在考虑下行链路非正交多址(NOMA)网络的情况下,探索了考虑α公平性的能量效率(EE)和频谱效率(SE)的折衷方案。为了获得原始优化问题的帕累托最优解,采用加权和的方法将多目标优化问题转换为单目标优化问题。考虑到公平性的SE和EE之间的权衡可以通过Pareto最优解获得。仿真结果表明,由于α较小,具有相同α值的NOMA网络可实现的SE和EE优于OFDMA协议,并且用户之间的公平程度越高,具有更多复用用户的NOMA网络在NOMA网络的EE和SE中具有更好的性能。 。

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