An IoT based parking recommendation system considering distance and parking lot flow

被引:4
|
作者
Tsai, Tzu-Chieh [1 ]
Chen, Yuan [1 ]
机构
[1] Natl Chengchi Univ, Dept Comp Sci, Taipei, Taiwan
关键词
Internet of Things; smart city; smart parking; parking recommendation; driving travel time; queueing theory;
D O I
10.1109/ICTC52510.2021.9620850
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
The IoT (Internet of Things) technology and applications to facilitate "smart city" is developing rapidly. In this paper, we propose a parking recommendation system that confirms with the real situation that can achieve a high successful probability to obtain a free parking space when arriving at the parking lot. In our model, we divide the parking process into two parts, and use queueing theory for estimation. The first part is to estimate the driving travel time consumption of reaching the recommended parking lot after the parking demander's sending the parking request. The time is used in the second part to predict the probability of successfully obtaining a free parking space after the path driving time elapsed. Thereby, the probability of failing to obtaining a free parking space after a long way driving can be reduced. We use the SUMO traffic simulator for verification. The analysis of experiment results show that the performance is satisfactory and efficient than other related or traditional decisionmaking methods.
引用
收藏
页码:978 / 983
页数:6
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