Title :
An oblique projection filtering based DOA estimation algorithm without a priori knowledge
Author :
Hui-jun Hou ; Xing-peng Mao ; Hong Hong ; Ai-jun Liu
Author_Institution :
Sch. of Electron. & Inf. Eng., Harbin Inst. of Technol., Harbin, China
Abstract :
The high resolution multiple signal classification (MUSIC) algorithm provides an efficient way to estimate direction- of-arrival (DOA). However, it performs poorly when weak signals are accompanied with strong ones. To solve this problem, an oblique projection filtering based DOA estimation algorithm is proposed without using a priori knowledge of the sources, such as directions, strength, modulation modes, etc. Numerical results verify the effectiveness of the proposed algorithm. It is shown that a high resolution DOA estimation of the incident sources can be achieved. The detection performances for weak signals are more stable and superior than that of the MUSIC algorithm.
Keywords :
direction-of-arrival estimation; filtering theory; image resolution; numerical analysis; DOA estimation algorithm; MUSIC algorithm; direction- of-arrival; multiple signal classification; oblique projection filtering; priori knowledge; Algorithm design and analysis; Arrays; Classification algorithms; Direction-of-arrival estimation; Estimation; Multiple signal classification; Signal to noise ratio; direction-of-arrival(DOA); oblique projection; weak signal detection;
Conference_Titel :
Radar Conference, 2014 IEEE
Print_ISBN :
978-1-4799-2034-1
DOI :
10.1109/RADAR.2014.7133687