Direction of arrival estimation with sensor arrays
DOI:
https://doi.org/10.1109/ICATT.2009.4435171Keywords:
array signal processing, signal processing, simulation software, direction of arrival estimation, parameter estimationAbstract
With recent increase of hardware capabilities, the application of sensor arrays in the Direction-Of-Arrival estimation is gaining more and more popularity. The behaviour of the array is the complex function of the geometry, sensor characteristic, signal and noise properties and other different factors. Before building the array it is essential to simulate its performance in different conditions with different algorithms.
Most of the time the simulations are performed using custom ad-hoc created code. This code is error prone and difficult to maintain. Our goal was to create a reusable and extensible library that would provide the components used in the simulation process. In this article we present the initial version of the library along with several illustrative examples.
References
KRIM, H.; VIBERG, M. Two Decades of Array Signal Processing Research. IEEE Signal Processing Magazine, July 1996.
MADISETTI, V.K.; WILLIAMS, D.B. Digital Signal Processing Handbook. Chapman&Hall, 1999.
MANOLAKIS, G.D.; VINAY, K.; KOGON, M.S. Statistical and Adaptive Signal Processing. Spectral Estimation, Signal Modeling, Adaptive Filtering and Array Processing. Artech House Signal Processing Library, 2005.
WILLIAMS, R.T.; PRASAD, S.; MAHALANABIS, A.K.; SIBUL, L.H. An Improved Spatial Smoothing Technique for Bearing Estimation in a Multipath Environment. IEEE Trans. Acoustics, Speech Signal Processing, Apr. 1988, v.36, n.4, p.425-432.
CAPON, J. High-Resolution Frequency-Wavenumber Spectrum Analysis. Proc. IEEE, Aug. 1969, v.57, n.8.
SCHMIDT, R.O. Multiple Emitter Location and Signal Parameter Estimation, IEEE Trans. Antennas Propag., Mar. 1986, v.34, n.3, p.276-280.
ROY, R.; KAILATH, T. ESPRIT – Estimation of Signal Parameters Via Rotational Invariance Techniques, IEEE Trans. Acoustics, Speech, Signal Processing, July 1989, v.37, n.7.