Applications of the Bounded Total Variation Denoising Method to Urban Traffic Analysis
文献类型：期刊论文
| 作者 | Tang, Shanshan2,3; Yu, Haijun1,2 |
| 刊名 | EAST ASIAN JOURNAL ON APPLIED MATHEMATICS
 |
| 出版日期 | 2019-08-01 |
| 卷号 | 9期号:3页码:622-642 |
| 关键词 | Urban traffic prediction bounded variation denoising noise estimate cluster analysis |
| ISSN号 | 2079-7362 |
| DOI | 10.4208/eajam.181118.250219 |
| 英文摘要 | An easily implementable noise strength estimation algorithm to analyse the urban traffic is developed. It improves the accuracy of the road velocity predictions. Using real urban traffic data from Beijing Taxi GPS system, we demonstrate the efficiency of the algorithm. It is also shown that the BV denoising method with the best noise-strength estimates significantly improves the road clustering. |
| 资助项目 | China National Program on Key Basic Research[2015CB856003] |
| WOS研究方向 | Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:000470088100012 |
| 出版者 | GLOBAL SCIENCE PRESS |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/34806]  |
| 专题 | 中国科学院数学与系统科学研究院 |
| 通讯作者 | Yu, Haijun |
| 作者单位 | 1.Acad Math & Syst Sci, Inst Computat Math & Sci Engn Comp, NCMIS, Beijing 100190, Peoples R China 2.Acad Math & Syst Sci, Inst Computat Math & Sci Engn Comp, LSEC, Beijing 100190, Peoples R China 3.Univ Chinese Acad Sci, Sch Math Sci, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Tang, Shanshan,Yu, Haijun. Applications of the Bounded Total Variation Denoising Method to Urban Traffic Analysis[J]. EAST ASIAN JOURNAL ON APPLIED MATHEMATICS,2019,9(3):622-642. |
| APA | Tang, Shanshan,&Yu, Haijun.(2019).Applications of the Bounded Total Variation Denoising Method to Urban Traffic Analysis.EAST ASIAN JOURNAL ON APPLIED MATHEMATICS,9(3),622-642. |
| MLA | Tang, Shanshan,et al."Applications of the Bounded Total Variation Denoising Method to Urban Traffic Analysis".EAST ASIAN JOURNAL ON APPLIED MATHEMATICS 9.3(2019):622-642. |
入库方式： OAI收割
来源：数学与系统科学研究院
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