计算机科学 ›› 2014, Vol. 41 ›› Issue (Z11): 187-190.

• 无线网络与通信 • 上一篇    下一篇

蜂窝网中基于位置预测的切换算法

王梦冉,乔少杰,于珊珊   

  1. 西南交通大学信息科学与技术学院 成都610031;西南交通大学信息科学与技术学院 成都610031;西南交通大学信息科学与技术学院 成都610031
  • 出版日期:2018-11-14 发布日期:2018-11-14
  • 基金资助:
    本文受国家自然科学基金项目(61100045,61165013),高等学校博士学科点专项科研基金资助

Handover Algorithm Based on Location Prediction in Cellular Network

WANG Meng-ran,QIAO Shao-jie and YU Shan-shan   

  • Online:2018-11-14 Published:2018-11-14

摘要: 为了满足未来移动网络蜂窝小、切换频繁、支持规模用户和多媒体应用的需求,对位置预测与越区切换进行深入分析,提出了基于位置预测的越区切换方案HDLP(Handover Decision based on Location Prediction),其基本思想是:(1)从移动用户的大量历史移动轨迹数据中挖掘频繁轨迹;(2)根据挖掘出的频繁轨迹集合生成运动规则;(3)将运动规则运用于判决蜂窝移动通信的越区切换中。对所提算法进行仿真的结果表明,与传统的切换方案相比较,本算法减少了不必要的越区切换次数,降低了错误切换率,提高了切换的准确率,进而在一定程度上降低了通信代价,提高了通信系统的容量以及QoS。

关键词: 位置预测,越区切换,频繁轨迹,运动规则

Abstract: In order to meet the future mobile cellular network whose cellular is small,handover is frequent and support a large number of users and the demand of the multimedia applications,this article proposed a new prediction-based handover scheme on the basis of analyzing the position prediction and handover schemes.The basic idea is:(1) Mining frequent trajectories from a large number of history trajectories of mobile users;(2)Generating movement rules from frequent trajectories;(3)Applying these movement rules to decide whether to handoff the process of communication to another station or not. We used the simulation software to simulate the mentioned scheme and compared it with the traditional handover scheme,the mentioned scheme reduces the unnecessary handover times and error rate and improves accuracy handover rate.To a certain extent,the mentioned scheme reduces the communication cost and improves the capacity of communication system and QoS.

Key words: Location prediction,Handover,Frequent trajectory,Movement rules

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