Title :
Closed-form 3D angle estimation with rectangular arrays via DFT Beamspace ESPRIT
Author :
Zoltowski, Michael D. ; Haardt, Martin ; Mathews, Cherian P.
Author_Institution :
Sch. of Electr. Eng., Purdue Univ., West Lafayette, IN, USA
fDate :
31 Oct-2 Nov 1994
Abstract :
UCA-ESPRIT is a previously developed closed form algorithm for use in conjunction with a uniform circular array (UCA) that provides automatically paired source azimuth and elevation angle estimates. 2D DFT Beamspace ESPRIT is presented as an algorithm providing the same capabilities for a uniform rectangular array (URA). In the final stage of the algorithm, the real and imaginary parts of the i-th eigenvalue of a matrix yield the respective direction cosines of the i-th source relative to the two array axes. In addition to the reduction in computational complexity facilitated by operation in a reduced dimension beamspace, 2D DFT Beamspace ESPRIT is efficiently formulated in terms of real-valued computation throughout. Simulation results are presented verifying the efficacy of the method
Keywords :
computational complexity; direction-of-arrival estimation; discrete Fourier transforms; eigenvalues and eigenfunctions; matrix algebra; 2D DFT Beamspace ESPRIT; DFT beamspace ESPRIT; azimuth estimates; closed-form 3D angle estimation; computational complexity; direction cosines; eigenvalue; elevation angle estimates; matrix; real-valued computation; rectangular array; reduced dimension beamspace; uniform rectangular array; Algebra; Azimuth; Computational complexity; Computational modeling; Data mining; Eigenvalues and eigenfunctions; Multiple signal classification; Phased arrays; Polynomials; Transmission line matrix methods;
Conference_Titel :
Signals, Systems and Computers, 1994. 1994 Conference Record of the Twenty-Eighth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
0-8186-6405-3
DOI :
10.1109/ACSSC.1994.471539