Sensitivity Analysis for Direction of Arrival Estimation Using Capon and Music Algorithms in Mobile Radio Environment
An array antenna system with innovative signal
processing can improve the resolution of a source direction of arrival
(DoA) estimation. High resolution techniques take the advantage of
array antenna structures to better process the incoming waves. They
also have the capability to identify the direction of multiple targets.
This paper investigates performance of the DOA estimation
algorithm namely; Capon and MUSIC on the uniform linear array
(ULA). The simulation results show that in Capon and MUSIC
algorithm the resolution of the DOA techniques improves as number
of snapshots, number of array elements, signal-to-noise ratio and
separation angle between the two sources θ increases.
[1] L.C. Godara, "Application of Antenna Arrays to Mobile
Communications Part-II: Beamforming and Direction-of- Arrival
Consideration", In proceedings of IEEE, 85 (8), pp. 1195 - 1245,
2003.
[2] J. Liberti and T. Rappaport, Smart Antennas for Wireless
Communications. Prentice Hall, 1999.
[3] K. Shauerman, A. Alexander, "Spectral-based algorithms of directionof-
arrival estimation for adaptive digital antenna
[4] K. Al-Midfa, ''Investigation of Direction-of-Arrival Algorithms''. Ph.D.
Thesis, University of Bristol, UK, 2003.
[5] G. Tsoulos, "Smart Antennas for Mobile Communication Systems:
Benefits and Challenges", IEE Electron. Commun Eng. Journal, ll(2):
pp. 84-94, Apr. 1999.
[6] J. Capon, "High-resolution frequency-wave number spectrum analysis,
IEEE Proc, 57, pp. 1408-1418, 1969.
[7] R. O. Schmidt, "Multiple Emitter Location and Signal Parameter
Estimation" , IEEE Transactions on Antennas and Propagation, vol. AP-
34, issue 3, pp. 276-280, Mar. 1986.
[1] L.C. Godara, "Application of Antenna Arrays to Mobile
Communications Part-II: Beamforming and Direction-of- Arrival
Consideration", In proceedings of IEEE, 85 (8), pp. 1195 - 1245,
2003.
[2] J. Liberti and T. Rappaport, Smart Antennas for Wireless
Communications. Prentice Hall, 1999.
[3] K. Shauerman, A. Alexander, "Spectral-based algorithms of directionof-
arrival estimation for adaptive digital antenna
[4] K. Al-Midfa, ''Investigation of Direction-of-Arrival Algorithms''. Ph.D.
Thesis, University of Bristol, UK, 2003.
[5] G. Tsoulos, "Smart Antennas for Mobile Communication Systems:
Benefits and Challenges", IEE Electron. Commun Eng. Journal, ll(2):
pp. 84-94, Apr. 1999.
[6] J. Capon, "High-resolution frequency-wave number spectrum analysis,
IEEE Proc, 57, pp. 1408-1418, 1969.
[7] R. O. Schmidt, "Multiple Emitter Location and Signal Parameter
Estimation" , IEEE Transactions on Antennas and Propagation, vol. AP-
34, issue 3, pp. 276-280, Mar. 1986.
@article{"International Journal of Electrical, Electronic and Communication Sciences:56636", author = "Mustafa Abdalla and Khaled A. Madi and Rajab Farhat", title = "Sensitivity Analysis for Direction of Arrival Estimation Using Capon and Music Algorithms in Mobile Radio Environment", abstract = "An array antenna system with innovative signal
processing can improve the resolution of a source direction of arrival
(DoA) estimation. High resolution techniques take the advantage of
array antenna structures to better process the incoming waves. They
also have the capability to identify the direction of multiple targets.
This paper investigates performance of the DOA estimation
algorithm namely; Capon and MUSIC on the uniform linear array
(ULA). The simulation results show that in Capon and MUSIC
algorithm the resolution of the DOA techniques improves as number
of snapshots, number of array elements, signal-to-noise ratio and
separation angle between the two sources θ increases.", keywords = "Antenna array, Capon, MUSIC, Direction-of-arrival estimation, signal processing, uniform linear arrays.", volume = "6", number = "12", pages = "1468-6", }