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Research of Intelligent Uncertainty of Measurement Based on Computer-Aided Evaluation System Read chapter Read first chapter

2013 | OriginalPaper | Chapter

17. Bus Arrive Time Prediction Based on Weighted Distance Feedback

Authors : YaQin Luo, Cheng Sun, MuTian Cheng

Published in: Informatics and Management Science V

Publisher: Springer London

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Abstract

Traffic Information release is an important part of ITS system. Bus arrive time prediction (BATP) is one of key and difficult site in that system which can provide comprehensive bus information service as well as improve traffic environment. In this article, we take historical data as a measurement method in estimating operation stability, coupling with real time GPS data (which will be handled in KFM), to release ultimate error weighted result generated from these two kinds of predictions. Simulated results prove the max error time for passenger waiting time prediction is limited within 1 min. This method has a better veracity as well as efficient which makes it easier for realization and promotion.

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Metadata
Title
Bus Arrive Time Prediction Based on Weighted Distance Feedback
Authors
YaQin Luo
Cheng Sun
MuTian Cheng
Copyright Year
2013
Publisher
Springer London
Book
Informatics and Management Science V

Print ISBN: 978-1-4471-4795-4

Electronic ISBN: 978-1-4471-4796-1

Copyright Year: 2013

DOI
https://doi.org/10.1007/978-1-4471-4796-1_17

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