Title :
The high-speed implementation of direction-of-arrival estimation algorithm
Author :
Hao, Chen ; Ping, Wei
Author_Institution :
Coll. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
fDate :
29 June-1 July 2002
Abstract :
This paper is concerned with how to implement the MUSIC algorithm in a high-speed way. The key point in transplanting an algorithm into a practical application is to find a way to simplify the algorithm´s computational complexity so that it can be implemented by the system hardware. A design is proposed in this paper, which shows that the MUSIC algorithm can be simplified effectively by using a preprocessing method or other methods, and that a parallel processing approach can greatly improve processing speed.
Keywords :
array signal processing; circuit simulation; computational complexity; direction-of-arrival estimation; field programmable gate arrays; integrated circuit design; integrated circuit modelling; logic design; logic simulation; parallel processing; DOA estimation algorithms; FPGA; MUSIC algorithm; computational complexity; direction-of-arrival estimation; high-speed implementation; parallel processing; preprocessing methods; processing speed; Algorithm design and analysis; Computational complexity; Direction of arrival estimation; Eigenvalues and eigenfunctions; Field programmable gate arrays; Hardware; Multiple signal classification; Parallel processing; Sensor arrays; Signal processing algorithms;
Conference_Titel :
Communications, Circuits and Systems and West Sino Expositions, IEEE 2002 International Conference on
Print_ISBN :
0-7803-7547-5
DOI :
10.1109/ICCCAS.2002.1178938
