Traffic Data Imputation Algorithm Based on Improved Low-Rank Matrix Decomposition

Traffic data plays a very important role in Intelligent Transportation Systems (ITS). ITS requires complete traffic data in transportation control, management, guidance, and evaluation. However, the traffic data collected from many different types of sensors often includes missing data due to sensor...

Full description

Bibliographic Details
Main Authors: Xianglong Luo, Xue Meng, Wenjuan Gan, Yonghong Chen
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:Journal of Sensors
Online Access:http://dx.doi.org/10.1155/2019/7092713