Travel Time Estimation Model Based on Markov Queuing Model

被引：0

作者：

Wang, Zhijian ^{[1
]}

Hou, Zhengying ^{[1
]}

Liu, Haoran ^{[2
]}

机构：

[1] North China Univ Technol, Intelligent Transportat Inst, Beijing 100041, Peoples R China

[2] Peking Univ, Sch Math Sci, Beijing 100871, Peoples R China

来源：

PROCEEDINGS OF THE 2016 5TH INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY AND ENVIRONMENT ENGINEERING (ICSEEE 2016) | 2016年 / 63卷

基金：

中国国家自然科学基金;

关键词：

Markov chain; travel time estimation; traffic wave theory; stochastic arrivals;

D O I：

暂无

中图分类号：

R4 [临床医学];

学科分类号：

1002 ; 100602 ;

摘要：

To overcome the limitation of the existing models intersection queuing models in which vehicle arrivals are assumed to meet some specific traffic distribution, a new model which based on markov chain and traffic wave theory is proposed to estimate the travel time of vehicles. This model fits the signalized intersection with fixed signal cycle and stochastic vehicle arrivals. At last, the model has experimented on a road of Beijing and the results shows that it has high estimation precision.

引用

页码：232 / 240

页数：9

共 50 条

[31] A Model of Travel Time Reliability Based on Risk Aversion
Liu, Xin-Quan
[J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INFORMATION MANAGEMENT, INNOVATION MANAGEMENT AND INDUSTRIAL ENGINEERING, VOL 1, 2008, : 183 - 186
[32] MTLM: a multi-task learning model for travel time estimation
Xu, Saijun
Zhang, Ruoqian
Cheng, Wanjun
Xu, Jiajie
[J]. GEOINFORMATICA, 2022, 26 (02) : 379 - 395
[33] Estimation of value of travel time savings using conditional Logit model
Senk, Petr
Biler, Stanislav
[J]. PROCEEDINGS OF 30TH INTERNATIONAL CONFERENCE MATHEMATICAL METHODS IN ECONOMICS, PTS I AND II, 2012, : 860 - 863
[34] MTLM: a multi-task learning model for travel time estimation
Saijun Xu
Ruoqian Zhang
Wanjun Cheng
Jiajie Xu
[J]. GeoInformatica, 2022, 26 : 379 - 395
[35] Travel time estimation model for emergency vehicles under preemption control
Wang, Jiawen
Yun, Meiping
Ma, Wanjing
Yang, Xiaoguang
[J]. INTELLIGENT AND INTEGRATED SUSTAINABLE MULTIMODAL TRANSPORTATION SYSTEMS PROCEEDINGS FROM THE 13TH COTA INTERNATIONAL CONFERENCE OF TRANSPORTATION PROFESSIONALS (CICTP2013), 2013, 96 : 2147 - 2158
[36] THE ESTIMATION MODEL OF TRAVEL TIME BETWEEN POINT OF INTEREST FOR TOURIST TRAVEL RECOMMENDATIONS WITH REGRESSION ANALYSIS
Karurukan, Vivian Isabella
Nugraha, Gusti Bagus Baskara
Kurniawan, Novianto Budi
[J]. 2018 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY SYSTEMS AND INNOVATION (ICITSI), 2018, : 324 - 329
[37] Reducing waiting time at an Airport Security Checkpoint based on the queuing model
Pan Yusheng
Zhang Xicheng
Xu Qicheng
Liu Hongjiang
[J]. PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, : 3860 - 3865
[38] Markov model based time series similarity measuring
Qian, YT
Jia, S
Si, WW
[J]. 2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, : 278 - 283
[39] MANAGING WILDERNESS TRAVEL - MARKOV-BASED LINEAR-PROGRAMMING MODEL
DEBETTENCOURT, JS
PETERSON, GL
WANG, PK
[J]. ENVIRONMENT AND PLANNING A, 1978, 10 (01) : 71 - 79
[40] Estimation of Driver Awareness of Pedestrian based on Hidden Markov Model
Minh Tien Phan
Fremont, Vincent
Thouvenin, Indira
Sallak, Mohamed
Cherfaoui, Veronique
[J]. 2015 IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV), 2015, : 970 - 975

← 1 2 3 4 5 →