Title :
Estimation of nominal direction of arrival and angular spread using the determinant of the data matrix
Author :
Wan, Q. ; Yuan, J. ; Peng, Y.N. ; Yang, W.L. ; Long, K.P.
Author_Institution :
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
Abstract :
In this paper, two complex nonlinear operators on a single snapshot data are used to estimate the parameters of a spatially distributed source. The nominal direction of arrival is estimated based on the space-invariant property of the modulus of one nonlinear operator. The angular spread is estimated by using the difference between the modulus of the two nonlinear operators. Unlike the previous estimators based on multi-dimensional searching or their low-complexity versions, the proposed method gives the closed-form estimation using a single snapshot data and the calculation of either multi-dimensional searching or eigenvalue decomposition is not necessary.
Keywords :
approximation theory; computational complexity; direction-of-arrival estimation; eigenvalues and eigenfunctions; electromagnetic wave scattering; linear antenna arrays; matrix decomposition; radiowave propagation; DOA estimation; angular spread estimation; closed-form estimation; complex nonlinear operators; direction of arrival estimation; eigenvalue decomposition; local scattering; low-complexity searching; model approximation; multi-dimensional searching; snapshot data; space-invariant property; spatially distributed source; uniform linear antenna array; Closed-form solution; Computational complexity; Data engineering; Direction of arrival estimation; Educational institutions; Eigenvalues and eigenfunctions; Parameter estimation; Scattering; Signal processing algorithms; Stochastic processes;
Conference_Titel :
Mobile and Wireless Communications Network, 2002. 4th International Workshop on
Print_ISBN :
0-7803-7605-6
DOI :
10.1109/MWCN.2002.1045699