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无线网络效用最大化算法的收敛性分析

Keywords: 网络效用最大化,,噪声,几乎处处收敛,无线网络

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Abstract:

针对分布式效用最大化算法中的信息交互和反馈易于受随机噪声干扰,研究了随机噪声对分布式效用最大化算法收敛性影响问题.通过将随机噪声模拟为鞅,采用鞅方法分析了随机噪声对分布式效用最大化算法的影响,给出并证明了带有反馈噪声的分布式效用最大化算法几乎处处收敛的一个充分条件.仿真实验验证了理论分析的正确性.

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