DocumentCode
613136
Title
Performance evaluation of direction of arrival estimation using MUSIC and ESPRIT algorithms for mobile communication systems
Author
Abdalla, M.M. ; Abuitbel, M.B. ; Hassan, M.A.
Author_Institution
Electron. Eng. Dept., Eng. Acad., Tajoura, Libya
fYear
2013
fDate
23-25 April 2013
Firstpage
1
Lastpage
7
Abstract
Source direction of arrival (DOA) estimation is one of the challenging problems in many applications. Such applications can be seen in wireless communications, radar, radio astronomy, sonar and navigation. The resolution of a source direction of arrival estimation can be enhanced by an array antenna system with innovative signal processing. Super resolution techniques take the advantage of array antenna structures to better process the incoming waves. These techniques also have the capability to identify the direction of multiple targets. This paper investigates performance of the DOA estimation algorithms namely; MUSIC and ESPRIT on the uniform linear array (ULA) in the presence of white noise. The performance of these DOA algorithms for a set of input parameters such as number of snapshots, number of array elements, signal-to-noise ratio are investigated. The simulation results showed that the resolution of the DOA techniques MUSIC and ESPRIT improves as number of snapshots, number of array elements, signal-to-noise ratio and separation angle between the two sources are increased.
Keywords
array signal processing; direction-of-arrival estimation; linear antenna arrays; mobile radio; performance evaluation; signal classification; signal resolution; white noise; DOA; ESPRIT algorithm; MUSIC algorithm; ULA; antenna array system; direction of arrival estimation; mobile communication system; multiple target identification; navigation; performance evaluation; radar; radio astronomy; separation angle; signal processing; signal resolution enhancement; signal-to-noise ratio; sonar; super resolution technique; uniform linear array; white noise; wireless communication; Arrays; Covariance matrices; Direction-of-arrival estimation; Estimation; Multiple signal classification; Signal to noise ratio; Array Signal Processing; Direction of Arrival (DOA); Estimation of Signal Parameters via Rotational Invariance Technique (ESPRIT); Multiple Signal Classification (MUSIC) algorithm; ULA;
fLanguage
English
Publisher
ieee
Conference_Titel
Wireless and Mobile Networking Conference (WMNC), 2013 6th Joint IFIP
Conference_Location
Dubai
Print_ISBN
978-1-4673-5615-2
Electronic_ISBN
978-1-4673-5614-5
Type
conf
DOI
10.1109/WMNC.2013.6549043
Filename
6549043
Link To Document