The continued advances in wireless communication and positioning technologies such as GPS have made new data management applications possible, such as location-based services (LBS) that store and manage the continuously changing positions of moving objects. "Moving Objects Management - Models, Techn
Moving Objects Management: Models, Techniques and Applications
β Scribed by Xiaofeng Meng, Zhiming Ding, Jiajie Xu (auth.)
- Publisher
- Springer-Verlag Berlin Heidelberg
- Year
- 2014
- Tongue
- English
- Leaves
- 239
- Edition
- 2
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
Applications, 2nd Edition focuses on moving object management, from the location management perspective to determining how constantly changing locations affect the traditional database and data mining technology. The book specifically describes the topics of moving objects modeling and location tracking, indexing and querying, clustering, location uncertainty, traffic-aware navigation and privacy issues, as well as the application to intelligent transportation systems. Through the book, the readers will be made familiar with the cutting-edge technologies in moving object management that can be effectively applied in LBS and transportation contexts. The second edition of this book significantly expands the coverage of the latest research on location privacy, traffic-aware navigation and uncertainty. The book has also been reorganized, with nearly all chapters rewritten, and several new chapters have been added to address the latest topics on moving objects management.
Xiaofeng Meng is a professor at the School of Information, Renmin University of China; Zhiming Ding is a professor at the Institute of Software, Chinese Academy of Sciences (ISCAS); Jiajie Xu is an assistant professor at the ISCAS.
β¦ Table of Contents
Front Matter....Pages i-xvi
Introduction....Pages 1-13
Moving Objects Modeling....Pages 15-31
Moving Objects Tracking....Pages 33-50
Moving Objects Indexing....Pages 51-72
Moving Objects Basic Querying....Pages 73-85
Moving Objects Advanced Querying....Pages 87-115
Trajectory Prediction of Moving Objects....Pages 117-131
Uncertainty Management in Moving Objects Database....Pages 133-148
Statistical Analysis on Moving Object Trajectories....Pages 149-161
Clustering Analysis of Moving Objects....Pages 163-195
Dynamic Transportation Navigation....Pages 197-209
Location Privacy....Pages 211-225
Back Matter....Pages 227-231
β¦ Subjects
Database Management; Transportation; Geographical Information Systems/Cartography; Landscape/Regional and Urban Planning; Communications Engineering, Networks
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