scholarly journals Experimental Study of Real-Time Bus Arrival Time Prediction with GPS Data

1999 ◽  
Vol 1666 (1) ◽  
pp. 101-109 ◽  
Author(s):  
Wei-Hua Lin ◽  
Jian Zeng
Keyword(s):  
Experimental Study ◽  
Real Time ◽  
Arrival Time ◽  
Gps Data ◽  
Time Prediction ◽  
Arrival Time Prediction ◽  
Bus Arrival Time Prediction

The Error Correction Model on Kalman Filter

2014 ◽  
Vol 644-650 ◽  
pp. 3968-3971
Author(s):  
Ya Qiu Hao
Keyword(s):  
Prediction Model ◽  
Real Time ◽  
Arrival Time ◽  
Running Speed ◽  
Correction Model ◽  
The Real ◽  
Time Prediction ◽  
Speed Prediction ◽  
Arrival Time Prediction ◽  
Bus Arrival Time Prediction

In this paper, authors extracted the data from the GPS equipment on the bus and established the real-time bus arrival time prediction model and bus running speed prediction model based on Kalman filtering technique. Analyse the error and build the error correction model. Firstly the bus running speed was predicted in the next section with the bus running speed prediction model, and then the bus arrival time was predicted with the real-time bus arrival time prediction model. Applying the newest information of bus running speed and bus arrival time, we were able to predict the real-time bus arrival time dynamically. The bus running speed prediction model and the real-time bus arrival time prediction model were assessed with the data of transit route NO.300 in Beijing. Lastly we assessed the real-time bus arrival time with the error between bus arrival time and real-time bus arrival time so that the prediction error was improved to 10 seconds which has higher prediction accuracy.

An automatic real-time bus schedule redesign method based on bus arrival time prediction

2021 ◽  
Vol 48 ◽  
pp. 101295
Author(s):  
Xinming Zhang ◽  
Min Yan ◽  
Binglei Xie ◽  
Haiqiang Yang ◽  
Hang Ma
Keyword(s):  
Real Time ◽  
Arrival Time ◽  
Time Prediction ◽  
Arrival Time Prediction ◽  
Bus Arrival Time Prediction ◽  
Bus Schedule

Real-Time Bus Arrival Time Prediction: Case Study for Jinan, China

2013 ◽  
Vol 139 (11) ◽  
pp. 1133-1140 ◽  
Author(s):  
Yongjie Lin ◽  
Xianfeng Yang ◽  
Nan Zou ◽  
Lei Jia
Keyword(s):  
Real Time ◽  
Arrival Time ◽  
Time Prediction ◽  
Arrival Time Prediction ◽  
Bus Arrival Time Prediction
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