Title :
Path search engine for fast optimal path search using efficient hardware architecture
Author :
Choi, Inhyuk ; Han, Taewoo ; Kim, Ilwoong ; Kang, Sungho
Author_Institution :
Dept. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea
Abstract :
Recently, the optimal path search based on real-time traffic information is becoming more important in car navigation industries. The preference-based Ant Colony Optimization algorithm is suitable for the path search in a real-time traffic circumstance. However, this algorithm is not applicable to current car navigation due to the slow search time caused by the complex calculations. Likewise, sub-optimal problem is occurred according to circumstances of probability-based search and parameter settings in this algorithm. This paper presents a path search engine for the fast optimal path search, using simplified calculation and parallel architectures to apply path search algorithm. Also, A* architecture is added in the path search engine to supplement sub-optimal problem. The path search engine obtains the accurate optimal path and the search time improvement compared to the software-based path search in a general purpose processor that is typically used for car navigation.
Keywords :
automobiles; optimisation; parallel architectures; search problems; traffic information systems; A* architecture; car navigation industries; optimal path search algorithm; parallel architecture; path search engine; real time traffic information; suboptimal problem; Car navigation system; Preference-based path search; path search engine;
Conference_Titel :
SoC Design Conference (ISOCC), 2011 International
Conference_Location :
Jeju
Print_ISBN :
978-1-4577-0709-4
Electronic_ISBN :
978-1-4577-0710-0
DOI :
10.1109/ISOCC.2011.6138655