TY - JOUR
T1 - Social force model with explicit collision prediction
AU - Zanlungo, F.
AU - Ikeda, T.
AU - Kanda, T.
PY - 2011/3
Y1 - 2011/3
N2 - We introduce a new specification of the social force model in which pedestrians explicitly predict the place and time of the next collision in order to avoid it. This and other specifications of the social force model are calibrated, using genetic algorithms, on a set of pedestrian trajectories, obtained tracking with laser range finders the movement of pedestrians in controlled experiments, and their performance is compared. The results show that the proposed method has a better performance in describing the trajectory set.
AB - We introduce a new specification of the social force model in which pedestrians explicitly predict the place and time of the next collision in order to avoid it. This and other specifications of the social force model are calibrated, using genetic algorithms, on a set of pedestrian trajectories, obtained tracking with laser range finders the movement of pedestrians in controlled experiments, and their performance is compared. The results show that the proposed method has a better performance in describing the trajectory set.
UR - http://www.scopus.com/inward/record.url?scp=79953666680&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=79953666680&partnerID=8YFLogxK
U2 - 10.1209/0295-5075/93/68005
DO - 10.1209/0295-5075/93/68005
M3 - Article
AN - SCOPUS:79953666680
VL - 93
JO - Lettere Al Nuovo Cimento
JF - Lettere Al Nuovo Cimento
SN - 0295-5075
IS - 6
M1 - 68005
ER -