Urban Bus Arrival Time Prediction Using Linear Regression and Kalman Filter—A Comparison

Advances in Intelligent Systems and Computing - Soft Computing and Signal Processing ◽

10.1007/978-981-13-3393-4_29 ◽

2019 ◽

pp. 279-287

Author(s):

Neeraj Ramkumar ◽

Archana Chaudhari

Keyword(s):

Kalman Filter ◽

Linear Regression ◽

Arrival Time ◽

Time Prediction ◽

Urban Bus ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

Download Full-text

Bus Arrival Time Prediction: A Spatial Kalman Filter Approach

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2019.2909314 ◽

2020 ◽

Vol 21 (3) ◽

pp. 1298-1307 ◽

Author(s):

Avinash Achar ◽

Dhivya Bharathi ◽

Bachu Anil Kumar ◽

Lelitha Vanajakshi

Keyword(s):

Kalman Filter ◽

Arrival Time ◽

Time Prediction ◽

Filter Approach ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

Download Full-text

A Real-Time Bus Arrival Time Prediction System Based on Spark Framework and Machine Learning Approaches: a case study in Chiang Mai

2021 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunication Engineering ◽

10.1109/ectidamtncon51128.2021.9425771 ◽

2021 ◽

Author(s):

Li Ye ◽

Pree Thiengburanathum ◽

Poon Thiengburanathum

Keyword(s):

Machine Learning ◽

Arrival Time ◽

Learning Approaches ◽

Prediction System ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction ◽

Spark Framework

Download Full-text

A Headway Adjustment Method Based on Bus Arrival Time Prediction

10.1061/9780784480915.183 ◽

2018 ◽

Author(s):

Jiaojiao Zhu ◽

Zhirui Ye ◽

Chao Wang ◽

Yu Yan

Keyword(s):

Arrival Time ◽

Adjustment Method ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

Download Full-text

Bus Arrival Time Prediction Based on GPS Data

ICTE 2013 ◽

10.1061/9780784413159.215 ◽

2013 ◽

Author(s):

Min Zhang ◽

Feng Xiao ◽

Dong Chen

Keyword(s):

Arrival Time ◽

Gps Data ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

Download Full-text

A Survey of Bus Arrival Time Prediction Methods

Advances in Intelligent Systems and Computing - Security with Intelligent Computing and Big-Data Services 2019 ◽

10.1007/978-3-030-46828-6_17 ◽

2020 ◽

pp. 197-206

Author(s):

Mao-Lun Chiang ◽

Chin-Feng Lee ◽

Ting-You Lin ◽

Somya Agrawal

Keyword(s):

Arrival Time ◽

Prediction Methods ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

Download Full-text

Bus Arrival Time Prediction for Short-Distance Bus Stops with Real-Time Online Information

10.1109/icct52962.2021.9658044 ◽

2021 ◽

Author(s):

Su Hou Leong ◽

Chan- Tong Lam ◽

Benjamin K. Ng

Keyword(s):

Real Time ◽

Short Distance ◽

Arrival Time ◽

Online Information ◽

Time Prediction ◽

Bus Stops ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

Download Full-text

En-route arrival time prediction via locally weighted linear regression and interpolation

2019 IEEE/AIAA 38th Digital Avionics Systems Conference (DASC) ◽

10.1109/dasc43569.2019.9081637 ◽

2019 ◽

Author(s):

HongAh Chai ◽

Keumjin Lee

Keyword(s):

Linear Regression ◽

Arrival Time ◽

Weighted Linear Regression ◽

Time Prediction ◽

Arrival Time Prediction

Download Full-text

Dynamic Bus Arrival Time Prediction exploiting Non-linear Correlations

2019 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2019.8852358 ◽

2019 ◽

Author(s):

Avinash Achar ◽

Rohith Regikumar ◽

B Anil Kumar

Keyword(s):

Arrival Time ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction ◽

Linear Correlations

Download Full-text

Research on Bus Arrival Time Prediction Based on Multi-Source Traffic Information

2007 7th International Conference on ITS Telecommunications ◽

10.1109/itst.2007.4295826 ◽

2007 ◽

Author(s):

Hao Chu ◽

Yun Cai ◽

Xiaoguang Yang

Keyword(s):

Arrival Time ◽

Traffic Information ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

Download Full-text

Efficient Bus Arrival Time Prediction Based on Spark Streaming Platform

2019 IEEE 23rd International Conference on Computer Supported Cooperative Work in Design (CSCWD) ◽

10.1109/cscwd.2019.8791859 ◽

2019 ◽

Author(s):

Jing Liu ◽

Guanfeng Xiao

Keyword(s):

Arrival Time ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

Download Full-text