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An Overview of Moving Object Trajectory Compression Algorithms
Joint Authors
Xia, Shixiong
Yuan, Guan
Sun, Penghui
Li, Daxing
Source
Mathematical Problems in Engineering
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-05-08
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
Compression technology is an efficient way to reserve useful and valuable data as well as remove redundant and inessential data from datasets.
With the development of RFID and GPS devices, more and more moving objects can be traced and their trajectories can be recorded.
However, the exponential increase in the amount of such trajectory data has caused a series of problems in the storage, processing, and analysis of data.
Therefore, moving object trajectory compression undoubtedly becomes one of the hotspots in moving object data mining.
To provide an overview, we survey and summarize the development and trend of moving object compression and analyze typical moving object compression algorithms presented in recent years.
In this paper, we firstly summarize the strategies and implementation processes of classical moving object compression algorithms.
Secondly, the related definitions about moving objects and their trajectories are discussed.
Thirdly, the validation criteria are introduced for evaluating the performance and efficiency of compression algorithms.
Finally, some application scenarios are also summarized to point out the potential application in the future.
It is hoped that this research will serve as the steppingstone for those interested in advancing moving objects mining.
American Psychological Association (APA)
Sun, Penghui& Xia, Shixiong& Yuan, Guan& Li, Daxing. 2016. An Overview of Moving Object Trajectory Compression Algorithms. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-13.
https://search.emarefa.net/detail/BIM-1112478
Modern Language Association (MLA)
Sun, Penghui…[et al.]. An Overview of Moving Object Trajectory Compression Algorithms. Mathematical Problems in Engineering No. 2016 (2016), pp.1-13.
https://search.emarefa.net/detail/BIM-1112478
American Medical Association (AMA)
Sun, Penghui& Xia, Shixiong& Yuan, Guan& Li, Daxing. An Overview of Moving Object Trajectory Compression Algorithms. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-13.
https://search.emarefa.net/detail/BIM-1112478
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1112478