• 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