A Stochastic Traffic Cellular Automata with Controlled Randomness

被引:0
|
作者
Angeline, Lorita [1 ]
Choong, Mei Yeen [1 ]
Chua, Bih Lii [1 ]
Chin, Renee Ka Yin [1 ]
Teo, Kenneth Tze Kin [1 ]
机构
[1] Univ Malaysia Sabah, Fac Engn, Modelling Simulat & Comp Lab, Kota Kinabalu, Malaysia
来源
2017 IEEE 2ND INTERNATIONAL CONFERENCE ON AUTOMATIC CONTROL AND INTELLIGENT SYSTEMS (I2CACIS) | 2017年
关键词
Cellular Automata; TCA; NaSchr model; traffic jam; traffic waves;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Traffic flow pattern appears to be random and makes it more challenging to model and analyse. This paper aims to present a traffic model based on NaSchr model, but with a revised rule for randomisation. User can trigger a manual braking on certain cars and its effect on traffic flow can be observed and analysed. The traffic cellular automata model with manual braking mode is applied to a single lane with open boundary conditions. A new variable 'bad-agent' is introduced to represent the tailgater on road that cause the inevitable brake-tapping on drivers behind them, thus the emergence of traffic waves. The simulation results show that when cars come too close to each other at high speed, certainly it creates noise. This noise is the traffic waves that propagate backward.
引用
收藏
页码:68 / 73
页数:6
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