Abstract
A computationally efficient two-dimensional (2-D) direction-of-arrival (DOA) estimation method for uniform rectangular arrays is presented. A preprocessing transformation matrix is first introduced, which transforms both the complex-valued covariance matrix and the complex-valued search vector into real-valued ones. Then the 2-D DOA estimation problem is decoupled into two successive real-valued one-dimensional (1-D) DOA estimation problems with real-valued computations only. All these measures lead to significantly reduced computational complexity for the proposed method.
Original language | English |
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Pages (from-to) | 847-857 |
Number of pages | 11 |
Journal | Multidimensional Systems and Signal Processing |
Volume | 25 |
Issue number | 4 |
DOIs | |
Publication status | Published - Oct 2014 |
Keywords
- Computational complexity
- DOA estimation
- Real-valued
- Two-dimensional
- Uniform rectangular array