Autonomous, Distributed Parking Lot Vacancy Management Using Intervehicle Communication
Author(s) -
Shohei Yamashita,
Kazumasa Takami
Publication year - 2014
Publication title -
international journal of vehicular technology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.182
H-Index - 18
eISSN - 1687-5710
pISSN - 1687-5702
DOI - 10.1155/2014/647487
Subject(s) - cluster (spacecraft) , node (physics) , ranking (information retrieval) , parking lot , topology (electrical circuits) , path (computing) , vacancy defect , tree (set theory) , computer science , head (geology) , computer network , distributed computing , engineering , mathematics , artificial intelligence , structural engineering , civil engineering , mathematical analysis , physics , electrical engineering , nuclear magnetic resonance , geomorphology , geology
We have developed a method of managing vacancy information of a large parking lot in a distributed manner using only intervehicle communication. A group of parking spaces is defined as a cluster. Vacancy information of a cluster is managed by a vehicle in it. This vehicle is called a cluster head. The proposed method generates a communication path topology between cluster heads. The topology is a tree structure with the cluster head of the cluster nearest to the parking lot entrance as the root node. Cluster heads are ranked in order of the number of vacant spaces and the distance to the shop entrance. The vehicle entering the parking lot collects vacancy information of clusters. This information is transmitted along the tree structure from the lowest ranking cluster head. We have developed a simulation model for a parking lot that can accommodate nearly 1,000 vehicles and used it to evaluate the proposed method. We have confirmed that the proposed method generates less communication traffic and enables the vehicle entering a parking lot to collect vacancy information about the area near the shop entrance with a higher probability and in a shorter time
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