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MDP-based handover policy in wireless relay systems

机译:无线中继系统中基于MDP的切换策略

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Wireless relay transmission has been considered as a supplementary technology for future wireless communication system, and handover is a key element in wireless relay transmissions to support users’ mobility. Handover failure will result in the forced termination of an ongoing call, and a good handover scheme will provide good system performance. This article focuses on the handover decision problem in wireless relay transmission systems. Initially, the architecture of a single-cell relay system is introduced. The handover decision problem is formulated as a Markov decision process (MDP). In the proposed model, a profit function is used to evaluate the quality-of-service of the chosen serving node, and a cost function is used to model processing load and signaling cost. Based on the profit and cost functions, the reward function is formulated. Moreover, the objective is to maximize the expected total reward per connection. The value iteration algorithm is employed to determine the optimal handover policy. Furthermore, the analysis is generalized to multi-cell relay systems. Numerical results show that the proposed MDP-based handover policy is well behaved in wireless relay systems.
机译:无线中继传输已被视为未来无线通信系统的补充技术,并且切换是无线中继传输中支持用户移动性的关键要素。切换失败将导致正在进行的呼叫被强制终止,并且良好的切换方案将提供良好的系统性能。本文重点介绍无线中继传输系统中的切换决策问题。最初,介绍了单小区中继系统的体系结构。切换决策问题被表述为马尔可夫决策过程(MDP)。在提出的模型中,利润函数用于评估所选服务节点的服务质量,成本函数用于建模处理负载和信令成本。基于利润和成本函数,制定了奖励函数。此外,目标是使每个连接的预期总奖励最大化。使用值迭代算法来确定最佳切换策略。此外,分析被推广到多小区中继系统。数值结果表明,所提出的基于MDP的切换策略在无线中继系统中表现良好。

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