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QoS Provisioning for Multimedia Transmission in Cognitive Radio Networks

机译:认知无线电网络中多媒体传输的Qos配置

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摘要

In cognitive radio (CR) networks, the perceived reduction of applicationlayer quality of service (QoS), such as multimedia distortion, by secondaryusers may impede the success of CR technologies. Most previous work in CRnetworks ignores application layer QoS. In this paper we take an integrateddesign approach to jointly optimize multimedia intra refreshing rate, anapplication layer parameter, together with access strategy, and spectrumsensing for multimedia transmission in a CR system with time varying wirelesschannels. Primary network usage and channel gain are modeled as a finite stateMarkov process. With channel sensing and channel state information errors, thesystem state cannot be directly observed. We formulate the QoS optimizationproblem as a partially observable Markov decision process (POMDP). A lowcomplexity dynamic programming framework is presented to obtain the optimalpolicy. Simulation results show the effectiveness of the proposed scheme.
机译:在认知无线电(CR)网络中,次级用户对应用层服务质量(QoS)的感知降低(例如多媒体失真)可能会阻碍CR技术的成功。 CRnetworks中的大多数先前工作都忽略了应用程序层QoS。在本文中,我们采用一种集成设计方法来共同优化多媒体帧内刷新率,应用层参数以及访问策略,以及在具有时变无线信道的CR系统中进行多媒体传输的频谱感知。主网络使用和信道增益被建模为有限状态马尔可夫过程。由于存在信道感测和信道状态信息错误,因此无法直接观察系统状态。我们将QoS优化问题表述为部分可观察到的马尔可夫决策过程(POMDP)。提出了一种低复杂度的动态规划框架以获得最优策略。仿真结果表明了该方案的有效性。

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