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QoE-aware Power Allocation Algorithm in Multiuser OFDM Systems

机译:多用户OFDM系统中的QoE感知功率分配算法

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Since the Quality of Experience (QoE) metric directly reflects the subjective experiences of users, the resource allocation techniques with the objective to improve QoE instead of conventional metrics are efficient in resource utilization. This kind of techniques can avoid wasting resources in providing perfect objective metric which may have little or even no effect on user experience. This paper presents a QoE-aware power allocation algorithm in multiuser Orthogonal Frequency Division Multiplexing (OFDM) systems. The power allocation problem is formulated to maximize the overall QoE subject to the total transmit power constraint. The original model is solved by means of transformation and approximation, since it is difficult to develop a closed-form solution. Simulation results show that the proposed algorithm can enhance the performance in terms of both the overall QoE and single user QoE in comparison with the classical water-filling algorithm.
机译:由于体验质量(QoE)指标直接反映了用户的主观体验,因此旨在提高QoE而不是常规指标的资源分配技术可以有效地利用资源。这种技术可以避免浪费资源来提供完美的客观指标,而这可能对用户体验几乎没有影响。本文提出了一种在多用户正交频分复用(OFDM)系统中的QoE感知功率分配算法。制定了功率分配问题,以使总QoE达到最大(受总发射功率约束)。原始模型通过变换和逼近来求解,因为很难开发出封闭形式的解决方案。仿真结果表明,与传统的注水算法相比,所提算法在整体QoE和单用户QoE方面均能提高性能。

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