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研究生: 翁卉娟
Hui-chuan Weng
論文名稱: 利用最小量簡訊傳送之定位追蹤系統
A Tracking System with Location Prediction and Dynamic Threshold for Minimizing SMS Delivering
指導教授: 賴源正
Yuan-cheng Lai
口試委員: 羅乃維
Nai-wei Lo
林建偉
Jian-Wei Lin
學位類別: 碩士
Master
系所名稱: 管理學院 - 資訊管理系
Department of Information Management
論文出版年: 2011
畢業學年度: 99
語文別: 英文
論文頁數: 29
中文關鍵詞: 定位追蹤地理位置服務全球定位系統簡訊服務手機應用預測GPS演算法
外文關鍵詞: Location-based service, Global Position System, Location tracking, Short message service, mobile phones, Prediction algorithms
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  • 在現今環境下,手機與其GPS應用越來越普遍,在此環境下,本篇論文假設在無法隨時隨地接收到無線網路的情況下,提出預測式定位與動態閥值方法,達到以最小量簡訊傳送,來達到定位追蹤目的之系統。並針對三個可能遇到的問題設計出SMS傳送格式、預測式定位方法、及動態閥值以期在可接受的誤差下,能夠有效達到減少簡訊傳送量。SMS傳送格式制定出一套傳送格式,能將各類訊息存放在一封訊息內,以避免簡訊量的增加,預測式定位方法利用速度及方向預測被追蹤方的位置,當預測位置與實際位置距離超過閥值,才傳送更新位置的簡訊給追蹤方,在考慮到速度與閥值間可能產生的問題下,動態閥值根據不同速度,定義其當時閥值,以減少簡訊傳送與維持一定準確性,在實驗結果下,展現出能在可接受之誤差範圍下之簡訊傳送量能夠少於定時傳送與固定閥值傳送方法。


    In this thesis, Location prediction and dynamic threshold (LPDT) are proposed for minimizing SMS delivering during location tracking. A well-defined SMS format defines a SMS delivering format which could include all needed information in one message size in order to avoid increasing SMS delivering. Location prediction uses location, speed, and bearing to predict the next location and transmit the moving pattern information when the distance between predicted location and real location exceeds a threshold. Since high mobility would cause a large amount of SMS delivering, threshold is dynamically changed as the mobility speed changes. Experiment results that predictive location with dynamic threshold has minimum SMS delivering, compared with time-based delivering and distance-based delivering, under an acceptable distance error.

    中文摘要 ABSTRACT 誌 謝 TABLE OF CONTENTS LIST OF FIGURES Chapter 1. Introduction Chapter 2. Background 2.1. SMS service 2.2. Two categories of tracking technique Chapter 3. Design 3.1. Problem description 3.2. Overview 3.3. Well-defined SMS format 3.4. Location prediction delivering 3.5. Dynamic threshold value Chapter 4. Implementation on Android 4.1. System architecture 4.2. Offline map 4.3. Implement method Chapter 5. Evaluation 5.1. Experiment environment 5.2. Comparison of different stay time on three methods 5.3. Comparison of fixed and dynamic threshold Chapter 6. Conclusions and Future Works Reference

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