Title :
DOA estimation by bootstrap method
Author :
Hao Feng ; Lutao Liu ; Biyang Wen
Author_Institution :
China Ship Dev. & Design Center, Wuhan, China
Abstract :
The bootstrap is a great technique for assessing the accuracy of parameters estimator in situations where conventional techniques are not valid. In this article, we highlight the motivations for using the bootstrap in array signal processing applications. ESPRIT and bootstrap methods combines are combined into one novel technique to solve the DOA (Direction of Arrival) estimation of sources arriving simultaneously on an array. In the situation of fewer snapshots received by passive radar system, the proposed algorithm shows good estimation performance.
Keywords :
array signal processing; direction-of-arrival estimation; passive radar; DOA estimation; ESPRIT method; array signal processing; bootstrap method; direction of arrival estimation; parameters estimator; passive radar system; snapshots; Arrays; Direction of arrival estimation; Estimation; Matrix decomposition; Sensors; Vectors;
Conference_Titel :
Advanced Computational Intelligence (ICACI), 2012 IEEE Fifth International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4673-1743-6
DOI :
10.1109/ICACI.2012.6463355