Abstract
This paper introduces some basic parameter models and methods of simulation of array signal processing. To deal with these different models and various algorithm, MATLAB offers great instructions and functions; which make the simulation considerable convenient. The key programs were proposed, which could simulate complex and real valued covariance matrix estimation, estimate the DOA (direction of arrival) of impinging signal by subspace algorithm, such as MUSIC, Root-MUSIC, Unitary Root-MUSIC. Some examples show the detail procedure and programs are useful to the array signal processing research. Furthermore, these methods take an important function to many other complicated simulations.
Foundation Project: science foundation of Nanjing University of Technology 39709012.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Pesavento, M., Gershmanand, A.B., Haardt, M.: Unitary Root-MUSIC with a Real-Valued Eigendecomposition: A Theoretical and Experimental Performance Study. IEEE Trans. on Signal Processing 48, 1306–1314 (2000)
Liu, L., Liu, X.-M., Zeng, H.: Array Signal Processing Simulation Based on MATLAB. Journal of System Simulation 20(13), 3548–3552 (2008)
Van Trees, H.L.: Optimum Array Processing. John Wiley & Sons, New York (2002)
Engin, T., Benjamin, F.: Classical and Modern Direction-of- Arrival Estimation. Elsevier Inc., Burlington (2008)
Krim, H., Viberg, M.: Two decades of array signal processing research. IEEE Siganl Process. Mag. 13(4), 67–94 (1996)
Rao, B.D., Hari, K.V.S.: Performance Analysis of Root- MUSIC. IEEE Trans, Acoustics,Speech and Signal Processing 37(12) (December 1989)
Yuan, Q., Chen, Q., Sawaya, K.: Accurate DOA estimation using array antenna with arbitrary geometry. IEEE Trans. on Antennas and Propagation 53(4), 1352–1357 (2005)
Zhang, X.-D., Bao, Z.: Communication signal processing. National Defence Industry Press, BeiJing (2002)
Wang, Y.-L., Peng, Y.-N.: Space-time Adaptive Processing. Tsinghua University Press, BeiJing (2000)
Kaiser, T., Bourdoux, A.: Smart Antennas. Hindawi Publishing Corporation, New York (2005)
Stoica, P., Nehorai, A.: MUSIC, Maximum Likelihood, and Cramer-Rao Bound. IEEE Trans. on Acoustics, Speech and Signal Processing 37(5) (May 1989)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Xiao-guang, W., Tian-wen, G. (2011). Direction of Arrival Parametric Estimation and Simulation Based on MATLAB. In: Jiang, L. (eds) Proceedings of the 2011, International Conference on Informatics, Cybernetics, and Computer Engineering (ICCE2011) November 19–20, 2011, Melbourne, Australia. Advances in Intelligent and Soft Computing, vol 111. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-25188-7_18
Download citation
DOI: https://doi.org/10.1007/978-3-642-25188-7_18
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-25187-0
Online ISBN: 978-3-642-25188-7
eBook Packages: EngineeringEngineering (R0)