面向SCMA网络能效最大化的成本高效码本分配与功率分配

Yuzhou Li, Min Sheng, Zhisheng Sun, Yuhua Sun, Lei Liu, D. Zhai, Jiandong Li
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引用次数: 18

摘要

本文研究了SCMA网络中基于资源分配的节能传输问题。我们将其表述为一个优化问题,在服务质量(QoS)要求、码本分配、功率分配和子载波重用约束下最大化网络能效(EE)。由于其混合组合,我们将码本分配和功率分配分开,以设计次优但成本有效的算法。在权力平均分配的情况下,我们首先提出了一种新的分配码本的方案。然后,我们开发了一种基于导数平分的算法,利用其拟凹洞结构来最优地解决由此产生的功率分配问题。仿真结果表明,本文提出的算法在网络EE方面优于现有的经典方案和SCMA优于OFDMA。
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Cost-Efficient Codebook Assignment and Power Allocation for Energy Efficiency Maximization in SCMA Networks
In this paper, we investigate the energy-efficient transmission problem by resource allocation in SCMA networks. We formulate it as an optimization problem to maximize the network energy efficiency (EE) subject to quality-of-service (QoS) requirements, codebook assignment, power allocation, and subcarrier reuse constraints. Due to its mixed combinatory, we separate codebook assignment and power allocation to devise suboptimal but cost- efficient algorithms. With power equally distributed, we first propose a novel scheme to assign codebooks. We then develop a derivative- bisection based algorithm to optimally solve the resultant power allocation problem by exploiting its quasiconcave structure. Simulation results exhibit the superiority of the proposed algorithms against the existing classical schemes and of SCMA over OFDMA in terms of the network EE.
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