计算机科学 ›› 2010, Vol. 37 ›› Issue (3): 67-69.

• 计算机网络与信息安全 • 上一篇    下一篇

MIMO系统中的自适应比例公平调度算法研究

谭力,苏钢,朱光喜,王玲   

  1. (华中科技大学电子与信息工程系 武汉400074);(武汉光电国家实验室 武汉400074)
  • 出版日期:2018-12-01 发布日期:2018-12-01
  • 基金资助:
    本文受国l际科技合作计划项目(2008DFA11630) ,国家863计划(2008AA01Z204)和(2008AA01Z205),国家自然科学基金项目(60496315)和(60802009),湖北省自然科学基金项目(2007ABA008)和(2008CDB325) ,博士后基金项目(20070410279)资助。

Adaptive Proportional Fair Scheduling Scheme for Multi-input Multi-output Systems

TAN Li,SU Gang,ZHU Guang-xi,WANG Lin   

  • Online:2018-12-01 Published:2018-12-01

摘要: 在MIMO系统中,通过在每个时隙选择信道条件最好的用户进行通信,可以利用无线通信系统的多用户分集大大提高系统吞吐量,但该方法存在公平性差的缺点。主要关注应用机会波束形成的MIMO系统的公平性。提出了一种自适应比例公平调度算法来提高长时间处于较差信道条件下的用户的吞吐量,从而提高系统的公平性。在每个时隙,基站监测每个用户的实时请求速率和过去一段时间内的平均请求速率,并根据这两个速率来调整算法中的自适应参数。提出的算法较好地获得了系统吞吐量和公平性的折中,仿真实验结果也表明了算法的有效性。

关键词: MIMO系统,多用户分集,机会波束形成,比例公平调度

Abstract: In MIMO systems, the throughput of system is increased by always scheduling the subscribers with good channel conditions to transmit. This is the multi user diversity. The fairness over all subscribers is the weak point. In this paper, the fairness of the MIMO systems was concerned and an adaptive proportional fair scheduling schemes based on opportunistic beamforming were proposed to increase the throughput of the subscribers in the bad channel conditions and guarantee the fairness allover the systems. In each timeslot, the adaptive parameters monitor the requested data rate and the mean of the rectuested data rate in the past period. And the adaptive parameters are updated per-user basis. The proposed schemes find a tradeoff between the throughput and the fairness. And the simulation results show the validity.

Key words: MIMO system,Multi-user diversity,Opportunistic beamforming,Proportional fair scheduling

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