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Journal of Intelligent Transportation Systems
Technology, Planning, and Operations
Volume 14, 2010 - Issue 2: 15th Intelligent Transportation Systems World Congress
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Original Articles

Performance Evaluation of Travel-Time Estimation Methods for Real-Time Traffic Applications

Xuegang Jeff Ban Department of Civil and Environmental Engineering, Rensselaer Polytechnic Institute, Troy, NY, USA
,
Yuwei Li Partners for Advanced Transit and Highways (PATH), Institute of Transportation Studies (ITS), University of California—Berkeley, Richmond, CA, USA
,
Alexander Skabardonis Partners for Advanced Transit and Highways (PATH), Institute of Transportation Studies (ITS), University of California—Berkeley, Richmond, CA, USA
&
J. D. Margulici California Center for Innovative Transportation (CCIT), Institute of Transportation Studies (ITS), University of California—Berkeley, Berkeley, CA, USA
Pages 54-67 | Published online: 04 May 2010

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Wai Wong, S. C. Wong & Henry X. Liu. (2019) Bootstrap standard error estimations of nonlinear transport models based on linearly projected data. Transportmetrica A: Transport Science 15:2, pages 602-630.
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Hu Shao, William H. K. Lam, Agachai Sumalee & Anthony Chen. (2018) Network-wide on-line travel time estimation with inconsistent data from multiple sensor systems under network uncertainty. Transportmetrica A: Transport Science 14:1-2, pages 110-129.
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Santos Sánchez-Cambronero, Pilar Jiménez, Ana Rivas & Inmaculada Gallego. (2017) Plate scanning tools to obtain travel times in traffic networks. Journal of Intelligent Transportation Systems 21:5, pages 390-408.
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Peng Chen, Jian Sun & Hongsheng Qi. (2017) Estimation of delay variability at signalized intersections for urban arterial performance evaluation. Journal of Intelligent Transportation Systems 21:2, pages 94-110.
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Jingxin Xia, Mei Chen & Wei Huang. (2011) A Multistep Corridor Travel-Time Prediction Method Using Presence-Type Vehicle Detector Data. Journal of Intelligent Transportation Systems 15:2, pages 104-113.
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Giulia Del Serrone, Giuseppe Cantisani & Paolo Peluso. (2023) Speed data collection methods: a review. Transportation Research Procedia 69, pages 512-519.
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Abdhul Khadhir, Lelitha Vanajakshi & Ashish Bhaskar. (2022) Simultaneous Prediction of Midblock and Intersection Traffic States on Urban Arterials. Journal of Transportation Engineering, Part A: Systems 148:10.
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Krit Jedwanna & Saroch Boonsiripant. (2022) Evaluation of Bluetooth Detectors in Travel Time Estimation. Sustainability 14:8, pages 4591.
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Shoaib Mahmud & Christopher M. Day. 2022. The Rise of Smart Cities. The Rise of Smart Cities 583 607 .
Christian Röger, Maja Kalinic & Jukka M. Krisp. (2020) Extracting Densely Covered Areas Within Floating Car Datasets Using Inductive Loop Detector DataExtraktion von flächendeckend erfassten Gebieten in Floating Car Datensätzen (FCD) mit Daten induktiver Zählschleifen (ILD). KN - Journal of Cartography and Geographic Information 71:2, pages 97-103.
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Abdhul Khadhir, Himabindu Maripini, Sukanya Sreedhar, Lelitha Vanajakshi & Bhargava Rama Chilukuri. (2021) A Study of Delay Estimation Methods at Signalized Intersections for Mixed Traffic Condition. Transportation in Developing Economies 7:1.
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Yue Hou, Jiaxing Chen & Sheng Wen. (2021) The effect of the dataset on evaluating urban traffic prediction. Alexandria Engineering Journal 60:1, pages 597-613.
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Sunghoon Kim, Hwapyeong Yu & Hwasoo Yeo. (2021) A Study on Travel Time Estimation of Diverging Traffic Stream on Highways Based on Timestamp Data. Journal of Advanced Transportation 2021, pages 1-13.
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Anshika Chourasia, Bheemarjuna Reddy Tamma & A Antony Franklin. (2021) Wi-Fi based Road Traffic Monitoring System with Channel Hopping Functionality. Wi-Fi based Road Traffic Monitoring System with Channel Hopping Functionality.
Zifeng Wu, Zhouxiang Wu & Laurence R. Rilett. (2020) Innovative Nonparametric Method for Data Outlier Filtering. Transportation Research Record: Journal of the Transportation Research Board 2674:10, pages 167-176.
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Vittorio Astarita, Vincenzo Giofré, Demetrio Festa, Giuseppe Guido & Alessandro Vitale. (2020) Floating Car Data Adaptive Traffic Signals: A Description of the First Real-Time Experiment with “Connected” Vehicles. Electronics 9:1, pages 114.
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Vivek Agrawal, J. N. Singh, Ashish Negi & Sanjay Kumar. 2020. Proceedings of International Conference in Mechanical and Energy Technology. Proceedings of International Conference in Mechanical and Energy Technology 219 227 .
Wai Wong & S. C. Wong. (2019) Unbiased Estimation Methods of Nonlinear Transport Models Based on Linearly Projected Data. Transportation Science.
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Xiqun Chen, Shuaichao Zhang, Li Li & Liang Li. (2019) Adaptive Rolling Smoothing With Heterogeneous Data for Traffic State Estimation and Prediction. IEEE Transactions on Intelligent Transportation Systems 20:4, pages 1247-1258.
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Fan Ding, Xiaoxuan Chen, Shanglu He, Guangming Shou, Zhen Zhang & Yang Zhou. (2019) Evaluation of a Wi-Fi Signal Based System for Freeway Traffic States Monitoring: An Exploratory Field Test. Sensors 19:2, pages 409.
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Thomas M BrennanJrJr, Christopher M Day & Matthew Volovski. (2018) Ranking statistically similar highway travel corridors using speed datasets within the USA. Infrastructure Asset Management 5:3, pages 96-104.
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Mohamed Ben Brahim & Hamid Menouar. (2016) V2X-based traffic flow calculation with support of unique identifier randomization. V2X-based traffic flow calculation with support of unique identifier randomization.
Wai Wong & S.C. Wong. (2016) Biased standard error estimations in transport model calibration due to heteroscedasticity arising from the variability of linear data projection. Transportation Research Part B: Methodological 88, pages 72-92.
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Shu Yang, Yao-Jan Wu, Zhaozheng Yin & Yiheng Feng. (2016) Estimating Freeway Travel Times Using the General Motors Model. Transportation Research Record: Journal of the Transportation Research Board 2594:1, pages 83-94.
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Stephanie R. Hargrove, Hyeonsup Lim, Lee D. Han & Phillip Bradley Freeze. (2016) Empirical Evaluation of the Accuracy of Technologies for Measuring Average Speed in Real Time. Transportation Research Record: Journal of the Transportation Research Board 2594:1, pages 73-82.
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Jinhwan Jang. (2016) Data-Cleaning Technique for Reliable Real-Life Travel Time Estimation: Use of Dedicated Short-Range Communications Probes on Rural Highways. Transportation Research Record: Journal of the Transportation Research Board 2593:1, pages 85-93.
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Alfredo Nantes, Dong Ngoduy, Marc Miska & Edward Chung. (2015) Probabilistic travel time progression and its application to automatic vehicle identification data. Transportation Research Part B: Methodological 81, pages 131-145.
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Wai Wong & S.C. Wong. (2015) Systematic bias in transport model calibration arising from the variability of linear data projection. Transportation Research Part B: Methodological 75, pages 1-18.
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Shin. (2014) Expressway Travel Time Prediction Using K-Nearest Neighborhood. Journal of the Korean Society of Civil Engineers 34:6, pages 1873.
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Sangwoo Shim, Keechoo Choi, Sangsoo Lee & Seong J. NamKoong. (2013) An Expressway Path Travel Time Estimation Using Hi-pass DSRC Off-Line Travel Data. Journal of Korean Society of Transportation 31:3, pages 45-54.
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Sha Tao, Vasileios Manolopoulos, Saul Rodriguez & Ana Rusu. (2012) Real-Time Urban Traffic State Estimation with A-GPS Mobile Phones as Probes. Journal of Transportation Technologies 02:01, pages 22-31.
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Xuegang (Jeff) BanLianyu ChuRyan HerringJ. D. Margulici. (2011) Sequential Modeling Framework for Optimal Sensor Placement for Multiple Intelligent Transportation System Applications. Journal of Transportation Engineering 137:2, pages 112-120.
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Juan C. Herrera, Daniel B. Work, Ryan Herring, Xuegang (Jeff) Ban, Quinn Jacobson & Alexandre M. Bayen. (2010) Evaluation of traffic data obtained via GPS-enabled mobile phones: The Mobile Century field experiment. Transportation Research Part C: Emerging Technologies 18:4, pages 568-583.
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