Research Article
Direction of Arrival (DOA) Estimation in an Array of Antennas using Derivative-Free Methods
|
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
|
| Volume 115 - Issue 22 |
| Published: April 2015 |
| Authors: Raees M. Asif, Shahzada Alamgir, Junaid Ali Khan |
10.5120/20285-2841
|
Raees M. Asif, Shahzada Alamgir, Junaid Ali Khan . Direction of Arrival (DOA) Estimation in an Array of Antennas using Derivative-Free Methods. International Journal of Computer Applications. 115, 22 (April 2015), 29-34. DOI=10.5120/20285-2841
@article{ 10.5120/20285-2841,
author = { Raees M. Asif,Shahzada Alamgir,Junaid Ali Khan },
title = { Direction of Arrival (DOA) Estimation in an Array of Antennas using Derivative-Free Methods },
journal = { International Journal of Computer Applications },
year = { 2015 },
volume = { 115 },
number = { 22 },
pages = { 29-34 },
doi = { 10.5120/20285-2841 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2015
%A Raees M. Asif
%A Shahzada Alamgir
%A Junaid Ali Khan
%T Direction of Arrival (DOA) Estimation in an Array of Antennas using Derivative-Free Methods%T
%J International Journal of Computer Applications
%V 115
%N 22
%P 29-34
%R 10.5120/20285-2841
%I Foundation of Computer Science (FCS), NY, USA
Abstract
In this paper, direction of arrival estimation has been addressed using derivative free methods and their hybrid procedure in antenna array signal processing. The problem has been formulated in the root mean square error sense by considering the single snapshot. A scenario based simulation has been performed by taking different number of antenna elements with varying sources. The stability, reliability and applicability of the proposed scheme has been monitored by Monte Carlo simulation and their statistical analysis based on the fitness of the problem, global mean square error and computational budget in term of time complexity.
References
- Haykin, S. "Radar array Processing for Angle-of-Arrival Estimation," Array Signal Processing,Prentice Hall, NJ, ch. 4, pp. 194-292, 1985
- R. O. Schmidt, "Multiple Emitter location and signalparameter estimation"in Proc. RADC SpectrumEsitmation Workshop, Griffiths, New York, pp. 243-258,1979. Reprented in IEEE Transactions onAntennas and propagation, Vol. 34, no. 3,pp. 276-380,March 1986.
- A Singularly Valuable Decomposition: The SVD ofa Matrix By Dan Kalman The American UniversityWashington, DC 20016 on February 13, 2002.
- F. Schweppe, "Sensor-array data processing forMultiple signal sources",IEEE Trans. Inf. Theory,vol. 14, no. 2, pp. 294-305, 1968.
- M. Wax and T. Khilath, "Optimization localizationof multiple sources by passive arrays" IEEE Trans. Acoust. , Speech, signal process,vol. 31, no. 5, pp1210-1217, 1983.
- Parra, I. P. , Improved Constant ModulusAlgorithm for Smart Antenna Systems, MastersThesis, The University of Texas at Austin, May1995.
- MUSIC Algorithm by Brian L. Evans, 211-105Cory Hall, Berkeley, CA 94720-1772
- Triechler,J. R. ,Agee, B. G. , A new approach tomultipath Correction of constant modulus signals,"IEEE transaction on Acustics, Speech and signalprocessing,vol. ASSP-31 ,no. 2 April 1983.
- J. Capon, "High Resolution frequency-wavenumber spectrum analysis," Proc. IEEE, vol. 57,pp. 1408-1418, Aug. 1969.
- Eiben, A. E. et al (1994). "Genetic algorithmswith multi-parent recombination". PPSN III:Proceedings of the International Conference onEvolutionary Computation. The Third Conference onParallel Problem Solving from Nature: 78–87. ISBN3-540- 58484-6
- F. Zaman1, *, I. M. Qureshi2, A. Naveed3, J. A. Khan1, and R. M. A. Zahoor1 "amplitude anddirectional of arrival es- timation: comparisonbetween different techniques" Progress InElectromagnetics Research B, Vol. 39, 319–335, 2012
Index Terms
Keywords