Title :
A new base stations placement approach for enhanced vehicle position estimation in parking lot
Author :
Kiwan, H. ; Bais, A. ; Morgan, Y.L.
Author_Institution :
Fac. of Eng., Univ. of Regina & Appl. Sci., Regina, SK, Canada
Abstract :
In the recent decades, short-range wireless has become of great importance in the applications of Intelligent Transportation Systems (ITS); especially, that serve traffic management and safety. Various approaches are concerned with optimal positioning of a vehicle and Base-Stations (BSs) placement within a specific area. The optimization problem stands as an exhaustive challenge. This paper discusses different approaches for short-range BSs placement with respect to maximizing signal coverage and minimizing error in positioning within a parking lot. An implementation of a number of sample patterns is illustrated. A comparison based on the utilization of the patterns, shows coverage in percentage, average, standard deviation and maximum value of error in estimated positions of vehicles. We propose a new approach which results in improved accuracy and highest performance in positioning and then enhanced tracking of vehicles.
Keywords :
automated highways; optimisation; safety; tracking; base stations placement approach; base-station placement; intelligent transportation system; optimal positioning; optimization problem; parking lot; short-range wireless; traffic management; traffic safety; vehicle position estimation; vehicle tracking; Accuracy; Distance measurement; Estimation; Optimization; Shape; Standards; Vehicles; GDoP; base stations placment patterns; error in positioining; short-range wireless positioining;
Conference_Titel :
Intelligent Transportation Systems (ITSC), 2012 15th International IEEE Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4673-3064-0
Electronic_ISBN :
2153-0009
DOI :
10.1109/ITSC.2012.6338896