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Capturing interactions in pedestrian walking behavior in a discrete choice framework
| Content Provider | Semantic Scholar |
|---|---|
| Author | Antonini, Gianluca Bierlaire, Michel |
| Copyright Year | 2006 |
| Abstract | In this paper we propose a general framework for pedestrian walking behavior, based on discrete choice modeling. Two main behaviors are identified: emphunconstrained and emphconstrained. The constrained patterns are further classified into emphattractive interactions and emphrepulsive interactions. The formers are captured by a emphleader-follower model while the latters through a emphcollision avoidance model. The spatial correlation between the alternatives is taken into account defining a cross nested logit model. Quantitative analysis is performed by maximum likelihood estimation on a real dataset of pedestrian trajectories, manually tracked from video sequences. |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | https://infoscience.epfl.ch/record/117110/files/Antonini_Bierlaire_STRC_2006.pdf |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
