移动网络的自适应误差控制:基于单样本路径的在线优化

M. He, Xi-Ren Cao
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引用次数: 0

摘要

链路层误差控制是移动通信系统中的一项重要技术。本文讨论了一种改进的马尔可夫决策过程模型的自适应误差控制问题。提出了一种自适应错误控制策略,使MAC帧长度随信道条件的变化而变化。该算法在线实现,在动态数据通道中获得了更好的平均链路层吞吐量。仿真实例表明,该算法可使无线数据信道的吞吐量提高23%。
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Adaptive error control for mobile networks: on-line optimization based on a single sample path
Link layer error control is one of the important technologies in mobile systems. In this paper, adaptive error control investigated using a modified Markov decision process (MDP) model is discussed. An adaptive error control strategy, where the MAC frame length adapts to the varying channel condition, was developed. The proposed algorithm implemented online, achieves better average link layer throughput in a dynamic data channel. The simulation example provided shows that the algorithm can improve the throughput of the wireless data channel by 23%.
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