具有通信延迟的离散模型速率控制的全局稳定条件

R. La, P. Ranjan, E. Abed
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引用次数: 4

摘要

我们采用Kelly提出的速率分配问题的优化框架,研究了具有任意网元间通信延迟的离散系统的稳定性。我们表明存在一个潜在的市场结构,而这个市场均衡的稳定性与利率控制系统的稳定性直接相关。我们首先推导出一般的稳定性条件,并利用它们来建立具有一系列常用效用函数和资源价格函数的系统的稳定性。数值算例验证了本文的分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Global stability conditions for rate control of discretized model with communication delays
We adopt an optimization framework for the rate allocation problem proposed by Kelly and investigate the stability of a discretized system with arbitrary communication delays between network elements. We show that there is an underlying market structure, and the stability of this market equilibrium is directly related to the stability of the rate control system. We first derive general stability conditions and use them to establish the stability of the system with a family of popular utility and resource price functions. Numerical examples are provided to validate our analyses.
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