DocumentCode :
5198
Title :
New “Smart Parking” System Based on Resource Allocation and Reservations
Author :
Yanfeng Geng ; Cassandras, Christos
Author_Institution :
Div. of Syst. Eng. & the Center for Inf. & Syst. Eng., Boston Univ., Boston, MA, USA
Volume :
14
Issue :
3
fYear :
2013
fDate :
Sept. 2013
Firstpage :
1129
Lastpage :
1139
Abstract :
We propose a novel “smart parking” system for an urban environment. The system assigns and reserves an optimal parking space based on the driver´s cost function that combines proximity to destination and parking cost. Our approach solves a mixed-integer linear programming (MILP) problem at each decision point defined in a time-driven sequence. The solution of each MILP is an optimal allocation based on current state information and is updated at the next decision point with a guarantee that there is no resource reservation conflict and that no driver is ever assigned a resource with a cost function higher than this driver´s current cost function value. Based on simulation results, compared with uncontrolled parking processes or state-of-the-art guidance-based systems, our system reduces the average time to find a parking space and the parking cost, whereas the overall parking capacity is more efficiently utilized. We also describe full implementation in a garage to test this system, where a new light system scheme is proposed to guarantee user reservations.
Keywords :
integer programming; linear programming; reservation computer systems; resource allocation; traffic information systems; MILP problem; decision point; driver current cost function value; mixed-integer linear programming problem; optimal allocation; optimal parking space; resource allocation; resource reservations; smart parking system; state information; state-of-the-art guidance-based systems; time-driven sequence; uncontrolled parking processes; urban environment; user reservations; Dynamic resource allocation; mixed-integer linear programming (MILP); parking guidance and information (PGI); reservation; smart parking;
fLanguage :
English
Journal_Title :
Intelligent Transportation Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1524-9050
Type :
jour
DOI :
10.1109/TITS.2013.2252428
Filename :
6492250
Link To Document :
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