Title :
A dynamic path planning algorithm for multi-core navigation device
Author :
Simin Cheng ; Yinghua Zhou ; Guangzhong Sun
Author_Institution :
Sch. of Comput. Sci. & Technol., Univ. of Sci. & Technol. of China, Hefei, China
Abstract :
The traditional navigation system is based on static data to plan the shortest path, which does not refer to real-time traffic information. And with the development of transportation technology, real-time traffic information can be got easily. So a dynamic path planning algorithm based on the real-time traffic information is practicable to provide more accurate solutions for actual navigation systems. But such an algorithm requires more computation cost. On the other hand, multi-core technology improves the computing power of navigation devices largely. In this paper, we proposed an asynchronous parallel dynamic path planning algorithm based on multi-core navigation devices, called APWD* (Asynchronous Parallel Weight D* Lite algorithm), which could balance the quality of result and execution time under complex and changing environment.
Keywords :
multiprocessing systems; navigation; parallel algorithms; path planning; traffic information systems; APWD; asynchronous parallel dynamic path planning algorithm; asynchronous parallel weight D* lite algorithm; multicore navigation device; multicore technology; navigation system; real-time traffic information; shortest path; static data; transportation technology; Impedance; Navigation; Planning; Random access memory; Roads; Sun;
Conference_Titel :
Smart Computing Workshops (SMARTCOMP Workshops), 2014 International Conference on
DOI :
10.1109/SMARTCOMP-W.2014.7046669