Modelling and simulation of vehicle behaviours based on the social force model

被引:0
作者
Guo, L. Y. [1 ,2 ]
Li, N. [3 ]
Peng, X. J. [1 ]
Zhang, L. [3 ]
机构
[1] Beijing POL Inst, Beijing, Peoples R China
[2] Intelligent Vehicle Network Zhejiang Co Ltd, Hangzhou, Zhejiang, Peoples R China
[3] Hebei Univ Technol, Sch Control Sci & Engn, Tianjin, Peoples R China
来源
INFORMATION SCIENCE AND ELECTRONIC ENGINEERING | 2017年
关键词
vehicle behaviour; social force model; lane-changing behaviour; CAR-FOLLOWING MODEL;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
On the basis of the social force model, the model of driven vehicles' behaviours on urban roads is established. According to force analysis of a vehicle and Newton's second law of motion, we update its velocity and position, so as to realise a simulation of the vehicle's behaviour. While the vehicle is running on the road, it is affected by internal and external forces. Various behaviours, such as lane changing, and acceleration and deceleration, are the results of the action of the resultant force. Qualitative and quantitative analysis of the internal and external forces have been undertaken. The simulation data and results show that this social force model can simulate some basic behaviours of moving vehicles and, therefore, the model can be applied to the design of roads.
引用
收藏
页码:135 / 138
页数:4
相关论文
共 50 条
[21]   Airport passenger queuing model based on social force model [J].
Zhang T. ;
Bao D. ;
Zhu T. ;
Yang Z. ;
Di Z. .
Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2020, 42 (08) :1776-1783
[22]   Social Force as a Microscopic Simulation Model for Pedestrian Behavior in Crowd Evacuation [J].
Abu Bakar, Noor Akma ;
Majid, Mazlina Abdul ;
Adam, Khalid ;
Allegra, Mario .
ADVANCED SCIENCE LETTERS, 2018, 24 (10) :7611-7616
[23]   Simulation of People's Movements on Floors Using Social Force Model [J].
Mohammed, Ahmed S. ;
Pavic, Aleksandar .
DYNAMICS OF CIVIL STRUCTURES, VOL 2, 2019, :39-46
[24]   Simulation of pedestrian interaction with autonomous vehicles via social force model [J].
Rashid, Md Mobasshir ;
Seyedi, Mohammadreza ;
Jung, Sungmoon .
SIMULATION MODELLING PRACTICE AND THEORY, 2024, 132
[25]   Friction based social force model for social foraging of sheep flock [J].
Li, Zhaofeng ;
Jiang, Yichuan .
ECOLOGICAL MODELLING, 2014, 273 :55-62
[26]   Simulation of High Density Crowds Based on Improved Social Force Modeling [J].
Wang, Zhenguo ;
Xiang, Nan ;
Tian, Bingdi ;
Wang, Qilin .
2024 5TH INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND APPLICATION, ICCEA 2024, 2024, :688-692
[27]   Enhanced Crowd Dynamics Simulation with Deep Learning and Improved Social Force Model [J].
Yan, Dapeng ;
Ding, Gangyi ;
Huang, Kexiang ;
Bai, Chongzhi ;
He, Lian ;
Zhang, Longfei .
ELECTRONICS, 2024, 13 (05)
[28]   Modelling and simulating serpentine group behaviour in crowds using modified social force model [J].
Subramanian, Gayathri Harihara ;
Choubey, Nipun ;
Verma, Ashish .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2022, 604
[29]   Crowd evacuation simulation method combining the density field and social force model [J].
Sun, Yutong ;
Liu, Hong .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2021, 566
[30]   Modified social force model considering emotional contagion for crowd evacuation simulation [J].
Ren, Jianxing ;
Mao, Zhanli ;
Gong, Meiling ;
Zuo, Songtao .
INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION, 2023, 96