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http://dx.doi.org/10.5515/KJKIEES.2014.25.7.782

DOD/DOA Estimation for Bistatic MIMO Radar Using 2-D Matrix Pencil Method  

Lee, Kang-In (Department of Electronic Convergence Engineering, Kwangwoon University)
Kang, Wonjune (Department of Electronic Convergence Engineering, Kwangwoon University)
Yang, Hoon-Gee (Department of Electronic Convergence Engineering, Kwangwoon University)
Chung, Wonzoo (Division of Computer and Communications Engineering, Korea University)
Kim, Jong Mann (Agency for Defense Development)
Chung, Young-Seek (Department of Electronic Convergence Engineering, Kwangwoon University)
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Abstract
In this paper, we apply the 2-D Matrix Pencil Method(MPM) to the estimation of the direction of arrival(DOA) of multiple signals of interest(SOIs) in bistatic MIMO radar. The 2-D MPM shows remarkable performance under a low SNR environment and low computational complexity to estimate the DOA of multiple SOIs. Also, it is possible to estimate the direction of departure(DOD) which is an angle from transmitter to target. To verify the proposed algorithm, we applied the proposed algorithm to a uniformly spaced linear array(ULA) and compared the RMSE(Root Mean Square Error) of DOA and DOD under the various SNR with those of the 2-D Capon algorithm.
Keywords
MIMO Radar; DOA/DOD; 2-D Matrix Pencil Method;
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  • Reference
1 J. Li, P. Stoica, MIMO Radar Signal Processing, Wiley, 2008.
2 L. Xu, J. Li, "Iterative generalized likelihood ratio test for MIMO radar", IEEE Trans. Signal Process, vol. 55, no. 6, pp. 2375-2385, Jun. 2007.   DOI   ScienceOn
3 E. Fishler, A. Haimovich, R. Blum, D. Chizhik, L. Cimini, and R. Valenzuela, "MIMO radar: An idea whose time has come", Proc. IEEE Radar Conf., pp. 71-78, 2004.
4 L. Xu, J. Li, "Iterative generalized likelihood ratio test for MIMO radar", IEEE Trans. Signal Process, vol. 55, no. 6, pp. 2375-2385, Jun. 2007.   DOI   ScienceOn
5 T. K. Sarkar, O. Pereira, "Using the matrix pencil method to estimate the parameters of a sum of complex exponentials", IEEE Antennas and Propagation Magazine, vol. 37, no. 1, pp. 48-54, 1994.
6 Seunghyeon Hwang, et al, "Direction of arrival(DOA) estimation using electrically small tuned dipole antennas", Antennas and Propagation, IEEE Transactions on 54.11, pp. 3292-3301, 2006.   DOI   ScienceOn
7 Gene H. Golub, Charles F. Van Loan, Matrix Computations, vol. 3. JHU Press, 2012.
8 Erik G. Larsson, Petre Stoica, "Fast implementation of two-dimensional APES and CAPON spectral estimators", Multidimensional Systems and Signal Processing 13.1, pp. 35-53, 2002.   DOI
9 Tapan K. Sarkar, et al., Smart Antennas, vol. 170, John Wiley & Sons, 2005.
10 S. Burintramart, "Methods of direction of arrival estimation using a single snapshot of the data", Ph.D. dissertation, Dept. Elect. Eng., Syracuse University, Syracuse, NY, 2009.