Data assimilation approach for addressing incompleteness in pedestrian flow measurement techniques using particle filter. [PDF]
PLoS ONEUnderstanding the dynamics of pedestrian flow in urban areas is crucial for decision-making in urban planning and marketing strategies. Previous methods for analyzing pedestrian flow can be divided into data-driven approaches and simulation-driven ...
Ryo Murata, Kenji Tanaka
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A route navigation algorithm for pedestrian simulation based on grid potential field
Advances in Mechanical Engineering, 2019 Pedestrian simulation modeling has become an important means to study the dynamic characters of dense populations. In the continuous pedestrian simulation model for complex simulation scenario with obstacles, the pedestrian path planning algorithm is an ...
Minghua Li, Yun Wei, Yan Xu
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Pedestrian Flow Model Based on Cellular Automata Under Visual Trajectory and Multi-Scenario Evacuation Simulation Research [PDF]
SensorsPrecise modeling and simulation of pedestrian flow are crucial for public space safety design and emergency management. This study proposes an interdisciplinary method integrating computer vision and cellular automata (CA).
Yueyue Chen +3 more
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ASM Science Journal, 2022 The activity of pedestrian movement can be predicted by a pedestrian model. Pedestrian model would assign pedestrian lane characteristic, especially for capacity.
Muchammad Zaenal Muttaqin, ahmad Munawar
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The simulation dataset of each model for the circle antipode experiment
Data in Brief, 2021 This dataset includes trajectory data and video data produced by different models (including the traditional social force model, the Voronoi-based detour social force model and double-layer detour decision model) simulating the circle antipode experiment.
Maosheng Li, Qingyan Ning, Panpan Shu
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Left-turn phasing selection considering vehicle to vehicle and vehicle to pedestrian conflicts
Journal of Traffic and Transportation Engineering (English ed. Online), 2023 Left-turning vehicle movement at signalized intersections with permissive left-turn phases creates safety concerns due to the higher chance of conflict with opposing-through vehicles and pedestrians.
Kakan C. Dey +3 more
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Microscopic Simulation-based Pedestrian Distribution Service Network in Urban Rail Station
Transportation Research Interdisciplinary Perspectives, 2021 In the internal distribution structure of urban rail transit stations, multi-layered building space structure, functionally different facilities differentiated pedestrian decision-making, and complex interrelationships between pedestrians and facilities ...
Lina Liu, Hong Chen
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The Impact of Obstacle’s Risk in Pedestrian Agent’s Local Path-Planning
Applied Sciences, 2021 While the risk from the obstacle could significantly alter the navigation path of a pedestrian, this problem is often disregarded by many studies in pedestrian simulation, or is hindered by a simplistic simulation approach.
Thanh-Trung Trinh, Masaomi Kimura
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Three-Step Performance Assessment of a Pedestrian Crossing Time Prediction Model
Transactions on Transport Sciences, 2022 Pedestrian behavior and safety are emerging issues in current transportation. One way to safely study pedestrian dynamics, especially at potential conflict points such as crosswalks, is through micro-simulation.
Chiara Gruden +2 more
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Data-Driven Simulation of Pedestrian Movement with Artificial Neural Network
Journal of Advanced Transportation, 2021 To predict pedestrian movement is of vital importance in a wide range of applications. Recently, data-driven models are receiving increasing attention in pedestrian dynamics studies, demonstrating a great potential in enhancing simulation performance ...
Weili Wang +5 more
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