Near-Lossless Compression for Large Traffic Networks

• Main Authors: Muhammad Tayyab Asif, Srinivasan, Kannan, Mitrovic, Nikola, Dauwels, Justin, Jaillet, Patrick
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2016
• Subjects: Low-dimensional models; Near-lossless compression
• Online Access: https://hdl.handle.net/10356/81369; http://hdl.handle.net/10220/39534
• Institution: Nanyang Technological University

With advancements in sensor technologies, intelligent transportation systems (ITS) can collect traffic data with high spatial and temporal resolution. However, the size of the networks combined with the huge volume of the data puts serious constraints on the system resources. Low-dimensional mo...