Fuzzy simulation of pedestrian walking path considering local environmental stimuli


Autoria(s): Nasir, Mojdeh; Nahavandi, Saeid; Creighton, Douglas
Contribuinte(s)

[Unknown]

Data(s)

01/01/2012

Resumo

Pedestrian steering activity is a perception-based decision making process that involves interaction with the surrounding environment and insight into environmental stimuli. There are many stimuli within the environment that influence pedestrian wayfinding behaviour during walking activities. However, compelling factors such as individual physical and psychological characteristics and trip intention cause the behaviour become a very fuzzy concept. In this paper pedestrian steering behaviour is modelled using a fuzzy logic approach. The objective of this research is to simulate pedestrian walking paths in indoor public environments during normal and non-panic situations. The proposed algorithm introduces a fuzzy logic framework to predict the impact of perceived attractive and repulsive stimuli, within the pedestrian's field of view, on movement direction. Environmental stimuli are quantified using the social force method. The algorithm is implemented in a simulated area of an office corridor consist of a printer and exit door. Stochastic simulation using the proposed fuzzy algorithm generated realistic walking trajectories, contour map of dynamic change of environmental effects in each step of movement and high flow areas in the corridor.<br />

Identificador

http://hdl.handle.net/10536/DRO/DU:30049239

Idioma(s)

eng

Publicador

IEEE Computer Society

Relação

http://dro.deakin.edu.au/eserv/DU:30049239/evid-fuzzypeerreviewspcfc-2012.pdf

http://dro.deakin.edu.au/eserv/DU:30049239/evid-wcciconf-2012.pdf

http://dro.deakin.edu.au/eserv/DU:30049239/nasir-fuzzysimulation-2012.pdf

http://dx.doi.org/10.1109/FUZZ-IEEE.2012.6251245

Palavras-Chave #environmental stimuli #fuzzy logic #pedestrian walking path #pedestrian-environment interaction #steering behaviour
Tipo

Conference Paper