CUR decomposition for compression and compressed sensing of large-scale traffic data

Intelligent Transportation Systems (ITS) often operate on large road networks, and typically collect traffic data with high temporal resolution. Consequently, ITS need to handle massive volumes of data, and methods to represent that data in more compact representations are sorely needed. Subspace me...

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Bibliographic Details
Main Authors: Mitrovic, Nikola, Asif, Muhammad Tayyab, Rasheed, Umer, Dauwels, Justin H. G., Jaillet, Patrick
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:en_US
Published: Institute of Electrical and Electronics Engineers (IEEE) 2014
Online Access:http://hdl.handle.net/1721.1/86879
https://orcid.org/0000-0002-8585-6566