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Throughput Analysis of Proportional Fair Scheduling for Sparse and Ultra-Dense Interference-Limited OFDMA/LTE Networks

机译:稀疏和超密集干扰受限的OFDMA / LTE网络的比例公平调度吞吐量分析

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摘要

Various system tasks, such as interference coordination, handover decisions, admission control, and so on in current cellular networks require precise mid-term (spanning over a few seconds) performance models. Due to channel-dependent scheduling at the base station, these performance models are not simple to obtain. Furthermore, LTE cellular systems are interference limited; hence, the way interference is modeled is crucial for the accuracy. In this paper, we present a closed-form analytical model for the throughput expectation of proportional fair scheduling in orthogonal frequency division multiple access/LTE networks. The model takes into account a precise signal-to-interference-and-noise ratio (SINR) distribution as well as considering limitations with respect to modulation and coding, as encountered in LTE networks. Furthermore, the analysis is extended to ultradense deployments likely to happen in the 5th generation of cellular networks. The resulting analytical performance model is validated by means of simulations, considering realistic network deployments. Compared with related work, the model introduced in this paper demonstrates a significantly higher accuracy for mid-term throughput estimation.
机译:当前蜂窝网络中的各种系统任务,例如干扰协调,切换决策,准入控制等,都需要精确的中期(跨越几秒钟)性能模型。由于基站的信道相关调度,这些性能模型不容易获得。此外,LTE蜂窝系统受到干扰的限制;因此,干扰的建模方式对于精度至关重要。在本文中,我们为正交频分多址/ LTE网络中比例公平调度的吞吐量期望值提供了一种封闭形式的分析模型。该模型考虑了精确的信噪比(SINR)分布,并考虑了LTE网络中遇到的关于调制和编码的限制。此外,该分析扩展到了可能在第五代蜂窝网络中发生的超密集部署。考虑到实际的网络部署,通过仿真验证了生成的分析性能模型。与相关工作相比,本文介绍的模型证明了中期吞吐量估算的准确性明显更高。

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