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Inference of detailed vehicle trajectories is crucial for applications such as traffic flow modeling, energy consumption estimation, and traffic flow optimization. Static sensors can provide only aggregated information, posing challenges in…

系统与控制 · 电气工程与系统科学 2025-01-24 Yifan Zhang , Anastasios Kouvelas , Michail A. Makridis

In two intersecting many-particle streams, one can often find the emergence of oscillatory patterns. Here, we investigate the interaction of pedestrians with vehicles, when they try to cross a road. A numerical study of this coupled…

物理与社会 · 物理学 2007-05-23 Dirk Helbing , Rui Jiang , Martin Treiber

The formation and development of oscillations is an important traffic flow phenomenon. Recent studies found that along a vehicle platoon described in the Lagrangian specification, traffic oscillations grow in a concave way. Since stationary…

斑图形成与孤子 · 物理学 2018-10-22 Junfang Tian , Martin Treiber , Rui Jiang , Xiaopeng Li , Bin Jia , Ziyou Gao

The emerging connected and automated vehicle technologies allow vehicles to perceive and process traffic information in a wide spatial range. Modeling nonlocal interactions between connected vehicles and analyzing their impact on traffic…

偏微分方程分析 · 数学 2023-07-06 Kuang Huang , Qiang Du

Speeding has been and continues to be a major contributing factor to traffic fatalities. Various transportation agencies have proposed speed management strategies to reduce the amount of speeding on arterials. While there have been various…

机器学习 · 计算机科学 2023-03-30 Jorge Ugan , Mohamed Abdel-Aty , Zubayer Islam

Car-following refers to a control process in which the following vehicle (FV) tries to keep a safe distance between itself and the lead vehicle (LV) by adjusting its acceleration in response to the actions of the vehicle ahead. The…

人工智能 · 计算机科学 2022-02-08 Meixin Zhu , Simon S. Du , Xuesong Wang , Hao , Yang , Ziyuan Pu , Yinhai Wang

For decades, car following and traffic flow models have assumed that drivers default driving strategy is to maintain a safe distance. Several previous studies have questioned whether the Driving to Keep Distance is a traffic invariant.…

人机交互 · 计算机科学 2025-12-17 Kostantinos Mattas , Antonio Lucas-Alba , Tomer Toledo , Oscar M. Melchor , Shlomo Bekhor , Biagio Ciuffo

The recent availability of large databases allows to study macroscopic properties of many complex systems. However, inferring a model from a fit of empirical data without any knowledge of the dynamics might lead to erroneous interpretations…

物理与社会 · 物理学 2016-08-31 Riccardo Gallotti , Armando Bazzani , Sandro Rambaldi , Marc Barthelemy

We study traffic flow on roads with a localized periodic inhomogeneity such as traffic signals, using a stochastic car-following model. We find that in cases of congestion, traffic flow can be optimized by controlling the inhomogeneity's…

统计力学 · 物理学 2007-05-23 Elad Tomer , Leonid Safonov , Nilly Madar , Shlomo Havlin

Car-following is a control process in which a following vehicle (FV) adjusts its acceleration to keep a safe distance from the lead vehicle (LV). Recently, there has been a booming of data-driven models that enable more accurate modeling of…

计算机视觉与模式识别 · 计算机科学 2023-11-28 Xianda Chen , Meixin Zhu , Kehua Chen , Pengqin Wang , Hongliang Lu , Hui Zhong , Xu Han , Yinhai Wang

The lateral position of vehicles within their lane is a decisive factor for the range of vision of vehicle sensors. This, in turn, is crucial for a vehicle's ability to perceive its environment and gain a high situational awareness by…

机器人学 · 计算机科学 2024-05-28 Nicole Neis , Juergen Beyerer

There is great interest in ecology to understand how wild animals are affected by anthropogenic disturbances, such as sounds. Behavioural response studies are an important approach to quantify the impact of naval activity on marine mammals.…

应用统计 · 统计学 2022-12-20 Théo Michelot , Richard Glennie , Len Thomas , Nicola Quick , Catriona M. Harris

In this work we analyze the stochastic dynamics of the Kauffman model evolving under the influence of noise. By considering the average crossing time between two distinct trajectories, we show that different Kauffman models exhibit a…

适应与自组织系统 · 物理学 2015-06-26 X. Qu , M. Aldana , Leo P. Kadanoff

An approximate analytical approach to describe the stochastic motion of sound rays in deep ocean is developed. This is done for a realistic propagation model with an internal wave induced perturbation imposed on the smooth background sound…

混沌动力学 · 物理学 2007-05-23 A. L. Virovlyansky

In this paper we present a general framework in which to rigorously study the effect of spatio-temporal noise on traveling waves and stationary patterns. In particular the framework can incorporate versions of the stochastic neural field…

概率论 · 数学 2015-06-30 James Inglis , James MacLaurin

Levy walk (LW) process has been used as a simple model for describing anomalous diffusion in which the mean squared displacement of the walker grows non-linearly with time in contrast to the diffusive motion described by simple random walks…

统计力学 · 物理学 2021-10-27 Santanu Das , Anupam Kundu

The temporal evolution of the spatially periodic electroconvection (EC) patterns has been studied within the period of the driving ac voltage by monitoring the light intensity diffracted from the pattern. Measurements have been carried out…

软凝聚态物质 · 物理学 2015-05-27 Tibor Toth-Katona , Nandor Eber , Agnes Buka

The causal connection between congestions and velocity changes at different locations induces various statistical features, which we identify and measure in detail. We carry out an empirical analysis of large-scale traffic data on a local…

物理与社会 · 物理学 2024-10-10 Shanshan Wang , Michael Schreckenberg , Thomas Guhr

The data presented here show that human drivers apply a discrete noisy control mechanism to drive their vehicle. A car-following model built on these observations, together with some physical limitations (crash-freeness, acceleration), led…

物理与社会 · 物理学 2009-11-11 Peter Wagner

The present paper proposes a stochastic model of the traffic flow. This model has a discrete set of states and the continuous time. The model is a generalization of the discrete stochastis model that has been considered in a previous paper…

其他凝聚态物理 · 物理学 2007-05-23 A. P. Buslaev , A. G. Tatashev , M. V. Yashina