Novel Real Time System for Traffic Flow Classification and Prediction

• 作 者: YE Dezhong LV Haibing GAO Yun
• 机 构: ZTECorporation,NanjingUniversityofPostsandTelecommunications
• 出 处: 中兴通讯技术:英文版
• 发表日期: 2019年2期
• 关键词: TRAFFIC flow prediction dynamic time WARPING XGBoost ECHO state network Spark/Ha
• 基金项目: the National Natural Science Foundation of China(Grants No.61571240,61671474),the Jiangsu Science Fund for Excellent Young Scholars(No.BK20170089),the ZTE program“The Prediction of Wireline Network Ma

Traffic flow prediction has been applied into many wireless communication applications(e.g., smart city, Internet of Things). With the development of wireless communication technologies and artificial intelligence, how to design a system for real-time tra