DocumentCode
1810862
Title
Parallel implementation of MUSIC algorithm on single-core, multi-core and NVIDIA´s GPU
Author
Majid, Mohammad Wadood ; Jamali, Mohsin M.
Author_Institution
Department of Electrical Engineering & Computer Science, University of Toledo, Toledo, USA
fYear
2011
fDate
20-22 July 2011
Firstpage
146
Lastpage
149
Abstract
Computation of Direction of Arrival (DOA) via MUSIC algorithm has both military and civilian applications and requires its computation in real time. This work parallelizes MUSIC algorithm for implementation on Multi-Core and GPU. This is in an effort to its use for real time applications. The MUSIC algorithm has been parallelized, partitioned, mapped and scheduled on single core, Multi-Core and GPU. The parallel algorithm is developed in C# for Multi-Core. It uses combination of C and CUDA for its implementation on GPU. The algorithm has also been implemented assuming single core for comparison purposes. MUSIC algorithm is implemented assuming 16 and 4 sensors using Uniform Linear Array (ULA).
Keywords
IEEE Xplore; Portable document format;
fLanguage
English
Publisher
ieee
Conference_Titel
Aerospace and Electronics Conference (NAECON), Proceedings of the 2011 IEEE National
Conference_Location
Dayton, OH, USA
ISSN
0547-3578
Print_ISBN
978-1-4577-1040-7
Type
conf
DOI
10.1109/NAECON.2011.6183092
Filename
6183092
Link To Document