分布式无线网络效用最大化

S. Firouzabadi, D. O'Neill, A. Goldsmith
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引用次数: 7

摘要

提出了一种用于随机时变信道无线网络中速率-可靠性权衡优化的分布式算法。随机优化以无线网络效用最大化为基础,扩展到物理层的动态。提出的算法支持分布式实现。我们还利用随机逼近验证了所提算法的收敛性。通过仿真验证了该算法的性能和收敛性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Distributed wireless network utility maximization
We present a distributed algorithm for optimizing the rate-reliability tradeoff in wireless networks with randomly time-varying channels. The stochastic optimization is based on wireless network utility maximization, extended to incorporate dynamics at physical layer. The proposed algorithm enables a distributed implementation. We also verify the convergence of the proposed algorithm using Stochastic Approximation. The performance of the proposed algorithm and its convergence is illustrated via simulations.
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