计算机应用 ›› 2010, Vol. 30 ›› Issue (1): 137-139.

• 网络与通信 • 上一篇    下一篇

基于灰色预测模型的跨层切换优化

苑学明,唐宏   

  1. 重庆邮电大学
  • 收稿日期:2009-07-25 修回日期:2009-09-06 发布日期:2010-01-01 出版日期:2010-01-01
  • 通讯作者: 苑学明
  • 基金资助:
    教育部春晖计划

Cross-layer handover optimization using grey prediction model

  • Received:2009-07-25 Revised:2009-09-06 Online:2010-01-01 Published:2010-01-01
  • Contact: YUAN XueMing
  • Supported by:
    the Ministry of Education Chun Hui project Foundation of China under Grant

摘要: 随着移动互联网的飞速发展,无线通信一直在寻求一种更好的支持无缝切换的机制。首先使用改进的指数加权移动平均算法对接收信号强度进行平滑处理,然后提出了一种在移动WIMAX环境中基于运动预测的快速跨层切换机制。使用灰色预测模型可以预测移动用户的接收信号强度。在预测模型的帮助下,3层切换可以提前2层切换触发,因此总的切换时延可以降低。

关键词: 跨层切换, 2层触发, 灰色预测模型, 指数加权移动平均

Abstract: With the fast development of mobile Internet, the wireless community has been increasingly looking for a framework that can better provide seamless mobility. Firstly, this paper processed received signal strength smoothly using improved Exponentially Weighted Moving Average (EWMA) algorithm. Then, a fast cross-layer handover scheme based on movement prediction in mobile WIMAX environment was proposed. Prediction is achieved by grey predictive model with keeping track of the signal strength of mobile users. With the help of the prediction, layer-3 handover activities are able to occur prior to layer-2 handover, therefore, total handover latency can be reduced.

Key words: cross-layer handover, L2 trigger, grey predictive model, Exponentially Weighted Moving Average (EWMA)