Traffic information and control

"Written by an international team of researchers, this book focuses on traffic information processing and signal control using emerging types of traffic data. It conveys advanced methods to estimate and predict traffic flows at different levels, including macroscopic, mesoscopic and microscopic...

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Bibliographic Details
Other Authors Li, Ruimin, 1979- (Editor), He, Zhengbing (Of Beijing gong ye da xue) (Editor)
Format Electronic eBook
LanguageEnglish
Published London The Institution of Engineering and Technology 2020.
SeriesIET transportation series ; 26.
Subjects
Intelligent transportation systems.
Transportation > Information services.
Traffic engineering > Data processing.
Traffic flow.
Traffic signs and signals.
Machine learning.
elektronické knihy
electronic books
Online AccessFull text
ISBN9781839530265
183953026X
9781839530258
1839530251
Physical Description1 online resource (x, 314 pages) illustrations (chiefly color), color maps.

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Table of Contents:
  • 1. Introduction / Ruimin Li and Zhengbing He
  • 2. Traffic analytics with online web data / Yisheng Lv, Yuanyuan Chen, Xueliang Zhao and Hao Lu
  • 3. Macroscopic traffic performance indicators based on floating car data: formation, pattern analysis, and deduction / Lu Ma and Jiaqi He
  • 4. Short-term travel-time prediction by deep learning: a comparison of different LSTM-DNN models / Yangdong Liu, Lan Wu, Jia Hu, Xiaoguang Yang and Kunpeng Zhang
  • 5. Short-term traffic prediction under disruptions using deep learning / Yanjie Dong, Fangce Guo, Aruna Sivakumar and John Polak
  • 6. Real-time demand-based traffic diversion / Pengpeng Jiao
  • 7. Game theoretic lane change strategy for cooperative vehicles under perfect information / Andres Ladino and Meng Wang
  • 8. Cooperative driving and a lane change-free road transportation system / Zhengbing He
  • 9. Urban traffic control systems: architecture, methods and development / Fusheng Zhang and Lu Wei
  • 10. Algorithms and models for signal coordination / Hao Wang and Changze Li
  • 11. Emerging technologies to enhance traffic signal coordination practices / Zong Tian and Aobo Wang
  • 13. Multiday evaluation of adaptive traffic signal system based on license plate recognition detector data / Ruimin Li, Fanhang Yang and Shichao Lin
  • 14. Conclusion / Zhengbing He and Ruimin Li.

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