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A novel approach for vehicle travel time distribution: copula-based dependent discrete convolution

Transportation letters, 2021
Travel time reliability is considered as one of the key indicators for the performance of transportation systems. The majority of studies concerning estimating arterial travel time distribution commonly assume that the path travel time follows a certain ...
Adam Samara, Felix Rempe, S. Göttlich
semanticscholar   +1 more source

Estimation of Link Travel Time Distribution With Limited Traffic Detectors

IEEE transactions on intelligent transportation systems (Print), 2020
Motivated by the network tomography, in this paper, we present a novel methodology to estimate link travel time distributions (TTDs) using end-to-end (E2E) measurements detected by the limited traffic detectors at or near the road intersections. As it is
Pei-Bo Duan   +3 more
semanticscholar   +1 more source

Estimation of urban arterial travel time distribution considering link correlations

Transportmetrica A: Transport Science, 2020
This study proposes a pair-copula construction approach to estimate the probability distribution of urban arterial travel times from link travel time distributions (TTDs).
Wenwen Qin, Xiao-Feng Ji, Fei-Wen Liang
semanticscholar   +1 more source

Synthesizing Route Travel Time Distributions from Segment Travel Time Distributions

Transportation Research Record: Journal of the Transportation Research Board, 2013
This paper examines a way to synthesize route travel time probability density functions (PDFs) on the basis of segment-level PDFs. Real-world data from I-5 in Sacramento, California, are employed. The first finding is that careful filtering is required to extract useful travel times from the raw data because trip times, not travel times, are observed ...
Isaac Kumar Isukapati   +3 more
openaire   +1 more source

Predicting the probability distribution of bus travel time to measure the reliability of public transport services

Transportation Research Part C: Emerging Technologies, 2022
An important aspect of the quality of a public transport service is its reliability, which is defined as the invariability of the service attributes. In order to measure the reliability during the service planning phase, a key piece of information is the
L. Ricard   +3 more
semanticscholar   +1 more source

A novel generative adversarial network for estimation of trip travel time distribution with trajectory data

Transportation Research Part C: Emerging Technologies, 2019
Knowledge of trip travel times serves an important role in transportation management and control. Existing travel time estimation approaches generally cover empirical ones, statistical ones and hybrid ones.
Kunpeng Zhang   +3 more
semanticscholar   +1 more source

Consequences of mixing assumptions for time‐variable travel time distributions

Hydrological Processes, 2014
AbstractThe current generation of catchment travel time distribution (TTD) research, integrating nearly three decades of work since publication of Water's Journey from Rain to Stream, seeks to represent the full distribution in catchment travel times and its temporal variability. Here, we compare conceptualizations of increasing complexity with regards
van der Velde, Y.   +6 more
openaire   +4 more sources

Improving Interstate Freeway Travel Time Reliability Analysis by Clustering Travel Time Distributions

Transportation Research Record: Journal of the Transportation Research Board, 2021
Travel time reliability quantifies variability in travel times and has become a critical aspect for evaluating transportation network performance. The empirical travel time cumulative distribution function (CDF) has been used as a tool to preserve inherent information on the variability and distribution of travel times.
Xiaoxiao Zhang   +3 more
openaire   +1 more source

Vehicle Reidentification as Method for Deriving Travel Time and Travel Time Distributions: Investigation

Transportation Research Record: Journal of the Transportation Research Board, 2003
Vehicle reidentification was investigated as a method for deriving travel time and travel time distributions with loop and video detectors. Vehicle reidentification is the process of tracking vehicles anonymously from site to site to produce individual vehicle travel times and overall travel time distribution.
Carlos Sun   +2 more
openaire   +1 more source

Estimation of urban route travel time distribution using Markov chains and pair-copula construction

Transportmetrica B: Transport Dynamics, 2019
Route travel time information is essential for better travel planning, traffic guidance and congestion avoidance. An available way of representing such information is the estimation of travel time distribution (TTD).
Mei-Ping Yun   +3 more
semanticscholar   +1 more source

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