An Advanced Parking Navigation System for Downtown Parking

被引:26
作者
Chen, Zhibin [1 ]
Spana, Stephen [2 ]
Yin, Yafeng [1 ]
Du, Yuchuan [3 ]
机构
[1] Univ Michigan, Dept Civil & Environm Engn, 2350 Hayward 2120 GG Brown, Ann Arbor, MI 48109 USA
[2] Univ Florida, Dept Civil & Coastal Engn, 365 Weil Hall, Gainesville, FL 32611 USA
[3] Tongji Univ, Sch Transportat Engn, Shanghai 201804, Peoples R China
基金
美国国家科学基金会;
关键词
Parking navigation; Two-sided match; Driver-optimal matching; Distributed stable match; MORNING COMMUTE; RIDE FACILITIES; CONGESTION; STABILITY; NETWORKS; GUIDANCE;
D O I
10.1007/s11067-019-9443-4
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper develops a novel parking navigation system for downtown parking that aims to mitigate parking competition by guiding drivers to appropriate vacant parking spaces. Given drivers' real-time locations and their parking preferences, a two-sided matching algorithm is firstly adopted to achieve a stable driver-optimal matching, under which drivers will be assigned to their most appropriate parking spaces (if any), and have no incentive to misreport their private information (e.g., parking space preferences). Although drivers' private information is required for the navigation system, a distributed solution procedure is applied to achieve the space assignment without disclosing such information. Lastly, simulation experiments are conducted to demonstrate the capability of the proposed navigation system on reducing driving time and the frequency of changed navigation compared with other navigation systems.
引用
收藏
页码:953 / 968
页数:16
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