Title :
GPS Route Decisions Research Based on Network Theory
Author :
Zhong-Hua Li ; Jin Yang ; Jun Yang ; De-Ming Wang
Author_Institution :
Lab. of Intell. Inf. Process. & Applic., Leshan Normal Univ., Leshan, China
Abstract :
Car GPS system is the most important function. Nowadays, the transport networks of a city become more and more complex, so that the traffic staggered become more complex. We proposed the approach on deciding the best path based on road conditions and user needs. It transforms the urban road traffic information in accordance with the objectives of the user-defined into equivalent road length indicators, and then take the road length indictors as the weight of grid edge. Then, a method of determining the best path was proposed, it accords road conditions and user needs to determine the minimum cost function, that is accord to user needs, using DIJKSTRA algorithm to get the best path for the GPS guide. In the last, we take 18 nodes transport network as an example, simulate the network use above algorithm. Simulation results demonstrate the effectiveness of the method.
Keywords :
Global Positioning System; network theory (graphs); road traffic; DIJKSTRA algorithm; GPS route decisions research; minimum cost function; network theory; transport networks; urban road traffic information; Cities and towns; Cost function; Educational institutions; Global Positioning System; Roads; Simulation; DIJKSTRA Algorithm; GPS; Route; Transport Network;
Conference_Titel :
Computational Intelligence and Security (CIS), 2013 9th International Conference on
Conference_Location :
Leshan
Print_ISBN :
978-1-4799-2548-3
DOI :
10.1109/CIS.2013.108