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@ARTICLE{Zhang:888956,
      author       = {Zhang, Sainan and Zhang, Jun and Chraibi, Mohcine and Song,
                      Weiguo},
      title        = {{A} speed-based model for crowd simulation considering
                      walking preferences},
      journal      = {Communications in nonlinear science and numerical
                      simulation},
      volume       = {95},
      issn         = {1007-5704},
      address      = {Amsterdam [u.a.]},
      publisher    = {Elsevier},
      reportid     = {FZJ-2020-05355},
      pages        = {105624 -},
      year         = {2021},
      abstract     = {To investigate the influence of the walking preferences on
                      pedestrian movements, a modified collision-free speed model
                      is proposed by considering the expectations of comfortable
                      walking for a pedestrian. In the model, the walking
                      directions of pedestrians are determined by taking human
                      perception of comfort and preference for walking straight to
                      their intended destinations into account. The restriction of
                      walls in heading direction on pedestrian's walking is
                      introduced to avoid potential collisions among pedestrians
                      and obstacles. Model validation with respect to experimental
                      data shows that our model performs better than the original
                      model with regards to the trajectory's distribution and the
                      velocity profile, and can effectively alleviate backward
                      movements. Furthermore, the speed-density relation in
                      corridor inferred from the new model fits the experimental
                      data well and the model performs more accurately in
                      simulating the flow-width relation in bottleneck scenario
                      than the original collision-free speed model.},
      cin          = {IAS-7},
      ddc          = {510},
      cid          = {I:(DE-Juel1)IAS-7-20180321},
      pnm          = {511 - Computational Science and Mathematical Methods
                      (POF3-511) / 5111 - Domain-Specific Simulation $\&$ Data
                      Life Cycle Labs (SDLs) and Research Groups (POF4-511)},
      pid          = {G:(DE-HGF)POF3-511 / G:(DE-HGF)POF4-5111},
      typ          = {PUB:(DE-HGF)16},
      UT           = {WOS:000612163600001},
      doi          = {10.1016/j.cnsns.2020.105624},
      url          = {https://juser.fz-juelich.de/record/888956},
}