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首页> 外文期刊>IEEE Transactions on Vehicular Technology >Dynamic Optimization for Resource Allocation in Relay-Aided OFDMA Systems Under Multiservice
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Dynamic Optimization for Resource Allocation in Relay-Aided OFDMA Systems Under Multiservice

机译:多业务中继OFDMA系统资源分配的动态优化

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摘要

This paper investigates the dynamic resource allocation (RA) problem in cooperative OFDMA systems to maximize the average utility of all mobile stations (MSs) under different services. We propose a dynamic optimization framework for RA by considering three dynamic situations: time-varying fading channel, MSs' change of states, and relay stations (RSs)' change of states. Moreover, a dynamic RA algorithm based on discrete particle swarm optimization (DPSO) is proposed. The correlation between the adjacent frames is exploited to improve the performance of the dynamic RA algorithm. Simulation results show that the proposed dynamic algorithm achieves better performance at linear complexity, compared with the existing algorithms under different dynamic environments, while guaranteeing fairness to a proper level.
机译:本文研究了协作式OFDMA系统中的动态资源分配(RA)问题,以最大化不同服务下所有移动台(MS)的平均效用。通过考虑三种动态情况,提出了一种针对RA的动态优化框架:时变衰落信道,MS的状态变化以及中继站(RS)的状态变化。此外,提出了一种基于离散粒子群优化算法(DPSO)的动态RA算法。利用相邻帧之间的相关性来改善动态RA算法的性能。仿真结果表明,与现有算法在不同动态环境下相比,该算法在线性复杂度下具有较好的性能,同时保证了合理的公平性。

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