Utility-based resource allocation for mixed traffic in wireless networks

Li Chen, Bin Wang, Xiaohang Chen, Xin Zhang, Dacheng Yang
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引用次数: 93

Abstract

In order to solve the problem that the existing resource allocation strategies cannot give integrative consideration to QoS, spectrum efficiency for mixed traffic, this paper proposes a utility-based resource allocation algorithm for mixed traffic in wireless networks. The unified utility function for users with different traffics is studied first. After that, the optimization model for the resource allocation is established based on the unified utility function. A heuristic algorithm based on the solution of the model is proposed in the mixed traffic scenario after analyzing the optimization model. The algorithm which has lower complexity than the existing work can automatically guarantee the QoS requirement for the real-time traffic and make a tradeoff between throughput and fairness for users with best effort traffic due to the unified utility function. Numeric simulation results indicate that the algorithm is very applicable for mixed traffic, and the resource requirements for QoS users can be satisfied preferentially in the mixed traffic scenario.
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基于效用的无线网络混合业务资源分配
为了解决现有资源分配策略不能综合考虑混合业务的QoS、频谱效率的问题,本文提出了一种基于效用的无线网络混合业务资源分配算法。首先研究了不同流量用户的统一效用函数。在此基础上,建立了基于统一效用函数的资源配置优化模型。在分析优化模型的基础上,提出了混合交通场景下基于模型解的启发式算法。该算法比现有算法的复杂度更低,能够自动保证实时流量的QoS要求,并通过统一的效用函数在吞吐量和公平性之间进行权衡。数值仿真结果表明,该算法非常适用于混合流量,能够优先满足QoS用户的资源需求。
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