Social force models for pedestrian traffic – state of the art
Sign Up to like & getrecommendations! Published in 2018 at "Transport Reviews"
DOI: 10.1080/01441647.2017.1396265
Abstract: ABSTRACT Pedestrian simulation plays an important role in the fields of transport station management, building evacuation and safety management of large public events. Among the continuous pedestrian flow models, the social force model is one… read more here.
Keywords: force; social force; force model; models pedestrian ... See more keywords
Simulation of Evacuating Crowd Based on Deep Learning and Social Force Model
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DOI: 10.1109/access.2019.2949106
Abstract: It is always difficult to evacuate crowds in public places like subway stations. The traditional crowd behavior simulation models often ignore two important issues in crowd evacuation: pedestrian tracking and individual differences. To solve the… read more here.
Keywords: force model; social force; deep learning; simulation ... See more keywords
Social Force Model-Based Adaptive Parameters Collision Avoidance Method Considering Motion Uncertainty of the Pedestrian
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2023.3347779
Abstract: In typical traffic scenarios such as non-signalized roads or shared spaces where vehicles and pedestrians interact without clear separations. The interaction distance between objects is usually shorter due to the simultaneous motion of road users.… read more here.
Keywords: collision avoidance; method; force model; model ... See more keywords
Cyclist Social Force Model at Unsignalized Intersections With Heterogeneous Traffic
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DOI: 10.1109/tii.2016.2597744
Abstract: Cycling is a typical green traffic mode, and takes a growing part of urban traffic volume. Yet limited cyclist behavior models shed light on cases at unsignalized intersections with heterogeneous traffic, where bicycle behavior is… read more here.
Keywords: traffic; unsignalized intersections; intersections heterogeneous; heterogeneous traffic ... See more keywords
Heterogeneous Pedestrian Simulation in Commercial Complexes: When Attractive Potential Meets Social Force
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2025.3543613
Abstract: Commercial complex is a compositional scenario that involves pedestrians with different travel purposes such as commuting, shopping and business. Simulation of pedestrian behavior in a commercial complex is difficult due to the heterogeneity of pedestrians… read more here.
Keywords: attractive potential; pedestrian simulation; force; commercial complex ... See more keywords
A Pedestrian Evacuation Model with Leaders during the Smoke Dispersion Based on a Social Force Model
Sign Up to like & getrecommendations! Published in 2023 at "Modelling and Simulation in Engineering"
DOI: 10.1155/2023/1029883
Abstract: The pedestrian evacuation process during the propagation of smoke in case with and without guider is investigated. The effects of leaders on the evacuation are considered. The model is based on the social force model… read more here.
Keywords: pedestrian evacuation; social force; based social; number ... See more keywords
Walking Ahead: The Headed Social Force Model
Sign Up to like & getrecommendations! Published in 2017 at "PLoS ONE"
DOI: 10.1371/journal.pone.0169734
Abstract: Human motion models are finding an increasing number of novel applications in many different fields, such as building design, computer graphics and robot motion planning. The Social Force Model is one of the most popular… read more here.
Keywords: motion; model; force; social force ... See more keywords