Title :
Analysis of performance for multiple signal classification (MUSIC) in estimating direction of arrival
Author :
Khan, Z.I. ; Kamal, M. MD ; Hamzah, N. ; Othman, K. ; Khan, N.I.
Author_Institution :
Fac. of Electr. Eng., Univ. Technol. Mara Malaysia, Shah Alam
Abstract :
Array processing involves manipulation of signals induced on various antenna elements. Its capabilities of steering nulls to reduce co channel interferences and pointing independent beams toward various mobiles, as well as its ability to provide estimates of directions of radiating sources, make it attractive to a mobile communication system designer. In this paper MUSIC algorithm was implemented in Matlab to optimize the number of samples and number of elements with the presence of noise. The optimization was conducted in different configurations to improve the performance of the algorithm in estimating the direction of arrival (DOA) of the incident signals. The data captured was analysed in order to obtain the real performance of the algorithm by using statistical analysis.
Keywords :
array signal processing; cochannel interference; direction-of-arrival estimation; interference suppression; signal classification; statistical analysis; wireless channels; MUSIC algorithm; antenna element; array processing; co channel interference reduction; direction-of-arrival estimation; mobile communication system; multiple signal classification; optimization; signal manipulation; statistical analysis; Algorithm design and analysis; Array signal processing; Data analysis; Direction of arrival estimation; Interference; Mobile communication; Multiple signal classification; Performance analysis; Signal analysis; Signal processing;
Conference_Titel :
RF and Microwave Conference, 2008. RFM 2008. IEEE International
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-2866-3
Electronic_ISBN :
978-1-4244-2867-0
DOI :
10.1109/RFM.2008.4897465