使用速率和功率控制的衰落信道延迟限制吞吐量最大化

N. Ahmed, Mohammad Ali Khojestapour, Richard Baraniuk
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引用次数: 18

摘要

在许多无线系统中看到的衰落信道为可靠通信提供了一个特别不利的环境。目前评价衰落信道性能极限的指标存在不足。遍历容量仅适用于具有无限编码延迟的系统,它代表了最终的无差错通信极限。实际系统是延迟有限的,必须使用有限长度的码。对于延迟限制系统,通常使用/spl / epsi/容量和延迟限制容量来量化通信性能。然而,/spl epsi/-capacity并不是对无错误性能的估计,而延迟限制容量往往是一个过于保守的度量。我们将实际系统建模为单个服务器队列,并将通信性能量化为通过队列的平均吞吐量。通过优化选择传输速率和功率控制策略,实现吞吐量最大化。通过这种方法,我们得出了惊人的结论。首先,我们证明了非常接近遍历容量的吞吐量可以用很小的编码延迟实现。其次,某些系统的最优传输速率可能高于信道的遍历容量。第三,我们证明了功率自适应不能改善通信性能的概念并不适用于延迟限制系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Delay-limited throughput maximization for fading channels using rate and power control
The fading channels seen in many wireless systems provide a particularly hostile environment for reliable communication. Current metrics for evaluating the performance limits of fading channels have shortcomings. Ergodic capacity, representing the ultimate error-free communications limit, only applies to systems with infinite coding delay. Practical systems are delay-limited and must use finite-length codes. For delay-limited systems /spl epsi/-capacity and delay-limited capacity are typically used to quantify the communications performance. However, /spl epsi/-capacity is not an estimate of error-free performance while delay-limited capacity tends to be an overly conservative measure. We model practical systems as a single server queue and quantify the communications performance as the average throughput through the queue. Throughput is maximized by optimally selecting the transmission rate and power control strategy. Using this approach we arrive at striking conclusions. First, we show that a throughput very close to ergodic capacity can be achieved with a small coding delay. Second, the optimal transmission rate for some systems can be higher than the ergodic capacity of the channel. Third, we demonstrate the notion that power adaptation does not improve communication performance does not hold for delay-limited systems.
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