A unified pedestrian routing model for graph-based wayfinding built on cognitive principles

被引:18
作者
Kielar, Peter M. [1 ]
Biedermann, Daniel H. [1 ]
Kneidl, Angelika [2 ]
Borrmann, Andre [1 ]
机构
[1] Tech Univ Munich, Chair Computat Modeling & Simulat, Arcisstr 21, D-80333 Munich, Germany
[2] Accu Rate GmbH Inst Crowd Simulat, Munich, Germany
关键词
Pedestrian behavior modeling; pedestrian behavior simulation; cognitive modeling; model integration; graph-based wayfinding; PATH SELECTION; SIMULATION; NAVIGATION; BEHAVIOR; GENERATION; FRAMEWORK; DYNAMICS; NETWORK; FOLLOW;
D O I
10.1080/23249935.2017.1309472
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
The wayfinding behavior of pedestrians in street and building networks can be predicted by computer simulations based on routing models. To model realistic routing behavior, it is necessary to integrate spatial- and social-cognitive aspects into the wayfinding models. However, a model that incorporates diverse influencing factors on pedestrian route planning has yet not been developed for microscopic simulations. We present a unified routing model that describes pedestrian route choices in street and building environments by integrating spatial- and social-cognitive aspects. We achieve an integration of both domains by combining different graph-based routing methods, each formalizing a cognitive theory. In addition, we present a calibration method for the spatial-cognitive aspects. For validation purposes, we use the model to simulate how the visitors of a music festival navigate to the event and how people navigate in a city district. Our methodology is highly flexible and can be extended to include other aspects of wayfinding behavior.
引用
收藏
页码:406 / 432
页数:27
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