研究生: |
曾于誠 YU-CHENG ZENG |
---|---|
論文名稱: |
使用預測式分析之行動管理 Location Management Using Predictive Analysis |
指導教授: |
馮輝文
Huei-Wen Ferng |
口試委員: |
吳榮根
none 張宏慶 none 洪西進 none 黎明富 none |
學位類別: |
碩士 Master |
系所名稱: |
電資學院 - 資訊工程系 Department of Computer Science and Information Engineering |
論文出版年: | 2011 |
畢業學年度: | 99 |
語文別: | 中文 |
論文頁數: | 43 |
中文關鍵詞: | 位置管理 、個人通訊服務 、蜂巢式網路 、資料探勘 、位置更新 、角度式傳呼 |
外文關鍵詞: | Location Management, Personal Communication Service, Cellular Network, Data Mining, Location Update, Angular Paging |
相關次數: | 點閱:526 下載:3 |
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行動管理機制是在個人通訊服務 (Personal Communication Service)是其中一個重大的議題。在本論文中,我們提出一個新穎的演算法,它可以預測行動用戶的路徑型樣。所以我們希望可以藉由預測行動用戶的軌跡有效降低位置管理成本。因此我們提出一個機制,可由手機離線的歷史移動軌跡來找出手機的移動型樣。此外,這行動管理機制使用距離為基礎以及各式角度傳呼。最後,模擬的結果顯示我們所提出的機制在各種移動速度下,能夠有效的降低個人通訊服務之位置管理成本。
Location management scheme is one of the most essential issues in personal communication service (PCS) network. In this thesis,we propose a novel data mining algorithm which can predict path pattern of a mobile user. Hence,we try to effectively reduce ralated location manamgement costs by predicting trajectory of mobile user. Therefore,we propose a scheme,user mobility patterns are mined from the history of offline Mobile Terminal trajectories. Additionally,a scheme of location anageent base on distance-base scheme and various kind of angular paging. Finally,simulation results compared with different velocities show that can effectively reduce costs of location management in PCS.
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