Social Force Model for Pedestrian Dynamics
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Cites background from "Social Force Model for Pedestrian D..."
...This fits well into a concept by Lewin (1951), according to which behavioral changes are guided by so-called social fields or social forces, which has been put into mathematical terms by Helbing (1991, 1992a, 1993b, 1994, 1995a; see also Helbing and Molnár, 1995)....
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Cites background or methods from "Social Force Model for Pedestrian D..."
...Neither, can it be predicted with simple ”repulsion” or ”attraction” functions (the traditional social forces models [24, 43, 73, 50]) This motivates us to build a model which can account for the behavior of other people within a large neighborhood, while predicting a person’s path....
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...Human-human interactions Pioneering work from Helbing and Molnar [24] presented a pedestrian motion model with attractive and repulsive forces referred to as the Social Force model....
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...Pioneering works by [24, 50, 35] have also proposed ways to model human-human interactions (often called ”social forces”) to increase robustness and accuracy in multi-target tracking problems....
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References
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"Social Force Model for Pedestrian D..." refers background in this paper
...related to some gaskinetic [ 12 ,13] and fluid-dynamic [14–16] trafficmodels....
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"Social Force Model for Pedestrian D..." refers methods in this paper
...imple situations stochastic behavioral models may be developed if one restricts to the description of behavioral probabilities that can be found in a huge population (resp. group) of individuals (see [3,23,24]). This idea has been followed by the gaskinetic pedestrian model [1–3]. 2 Another approach for modeling behavioral changes has been suggested by Lewin [25]. According to his idea behavioral changes a...
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