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Energy-spectral efficiency trade-off optimization for downlink multi-user non orthogonal multiple access systems

机译:下行链路多用户非正交多接入系统的能量光谱效率折衷优化

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摘要

Non-orthogonal multiple access (NOMA) has been investigated as a promising multiple radio access technology for future wireless networks to enable massive connectivity and improve spectral efficiency (SE). Furthermore, energy efficiency (EE) is becoming a primary concern and an inevitable trend for future wireless networks. For this, recent works have been provided good thoughts into joining these two conflicting performance metrics EE and SE. The joint EE-SE trade-off problem for multi-user NOMA systems in downlink is studied in this paper. The mathematical formulation of the EE-SE trade-off is given as an optimization issue subject to some constraints. The basic thought is to improve EE by imposing simultaneously a minimum SE to be satisfied. The quality of service (QoS) requirement for each user is also provided to ensure optimality. For this, a dynamic energy-efficient power allocation is proposed. Then, an iterative optimization algorithm with low computational complexity is developed to reach the proposed power allocation. Simulations have been conducted and compared to existing NOMA systems to show the effectiveness of the suggested approach in terms of EE and SE.
机译:已经研究了非正交多次访问(NOMA)作为未来无线网络的有希望的多个无线电接入技术,以实现大规模的连接和提高光谱效率(SE)。此外,能效(EE)正在成为未来无线网络的主要关注点和不可避免的趋势。为此,最近的作品已经提供了加入这两个冲突的性能指标EE和SE的良好思考。本文研究了下行链路中的多用户NOMA系统的EE-SE权衡问题。 EE-SE权衡的数学制定被称为受某种限制的优化问题。基本思想是通过同时强加最低待满意的EE来改善EE。还提供了每个用户的服务质量(QoS)要求以确保最佳状态。为此,提出了一种动态节能功率分配。然后,开发了一种具有低计算复杂度的迭代优化算法以达到所提出的功率分配。已经进行了仿真,并与现有的NOMM系统进行了比较,以表明EE和SE方面所提出的方法的有效性。

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