Near-Lossless Compression for Large Traffic Networks

• Main Authors: Muhammad Tayyab Asif, Srinivasan, Kannan, Mitrovic, Nikola, Dauwels, Justin, Jaillet, Patrick
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2016
• 主題: Low-dimensional models; Near-lossless compression
• 在線閱讀: https://hdl.handle.net/10356/81369; http://hdl.handle.net/10220/39534
• 機構: 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...