北京邮电大学学报

  • EI核心期刊

北京邮电大学学报 ›› 2010, Vol. 33 ›› Issue (6): 58-63.doi: 10.13190/jbupt.201006.58.chenl

• 论文 • 上一篇    下一篇

无线网络中基于效用函数的资源分配方案

陈力,陈文文,张欣,杨大成   

  1. 北京邮电大学 信息与通信工程学院, 北京 100876
  • 收稿日期:2009-09-01 修回日期:2010-05-10 出版日期:2010-12-28 发布日期:2011-01-07
  • 通讯作者: 陈力 E-mail:alibupt@gmail.com
  • 基金资助:

    新一代宽带无线移动通信网科技重大专项项目 (2008ZX03003001)

UtilityBased Resource Allocation in Wireless Networks

  • Received:2009-09-01 Revised:2010-05-10 Online:2010-12-28 Published:2011-01-07
  • Contact: Li CHEN E-mail:alibupt@gmail.com

摘要:

从实际应用的角度出发,针对现有资源分配方案难以在混合业务下有效地兼顾服务质量(QoS)和频谱效率等问题,对不同业务的用户提出了统一形式的效用函数,通过建立最优化模型和对模型的分析,提出了混合业务下基于此效用函数的资源分配方案. 该方案利用合适的效用函数自动保证了实时业务的QoS请求以及best effort业务用户有效性和公平性的折中. 仿真结果表明,该方案适用于混合业务,并能在混合业务中自动地优先满足QoS用户的资源请求.

关键词: 无线网络, 资源分配, 效用函数, 混合业务, 服务质量

Abstract:

The problem that the existed resource allocation strategies cannot give integrative consideration to quality of service (QoS), frequency efficiency for mixed traffic scenario is stated. And a utilitybased resource allocation strategy for wireless networks from practical utilization aspect is proposed. The unified utility function for users with different traffics is studied firstly. Secondly, the resource allocation strategy based on this unified utility function is analyzed in mixed traffic scenario after building and analyzing the optimization model. This strategy can automatically guarantee the QoS requirement for realtime traffics and the tradeoff between throughput and fairness for users with best effort traffics through utility function. Numeric simulation indicates that this strategy is very applicable for mixed traffic, and the resource requirements for QoS users can be satisfied preferentially in mixed traffic scenario.

Key words: wireless networks, resource allocation, utility function, mixed traffic, quality of service