Prediction of Bus Motion and Continuous Query Processing for Traveler Information Services

详细信息    查看全文

• 作者：Bratislav Predic ; Dragan Stojanovic ; Slobodanka Djordjevic-Kajan ; Aleksandar Milosavljevic ; Dejan Rancic
• 关键词：Automatic Vehicle Location (AVL) ; prediction of arrival/travel time ; continuous query processing ; information services ; intelligent transportation systems (ITS)
• 刊名：Lecture Notes in Computer Science
• 出版年：2007
• 出版时间：2007
• 年：2007
• 卷：4690
• 期：1
• 页码：234-249
• 全文大小：6,769 KB
• 刊物类别：Computer Science
• 刊物主题：Artificial Intelligence and Robotics
  Computer Communication Networks
  Software Engineering
  Data Encryption
  Database Management
  Computation by Abstract Devices
  Algorithm Analysis and Problem Complexity
  
• 出版者：Springer Berlin / Heidelberg
• ISSN：1611-3349

文摘

The paper presents the methods for prediction of bus arrival times and continuous query processing as foundations of traveler information services. The time series of data from automatic vehicle location (AVL) system, consisting of time, location and speed data, is used with historical statistics and bus schedule information to predict future arrivals and motion. Based on predicted and AVL data, continuous query processing technique is proposed to extend traveler information service with notification/alarm features. Extensive experiments have shown that the proposed algorithm for bus motion prediction is efficient enough to function in real conditions and that augmented with continuous query processing techniques can produce services that useful to the travelers.