Abstract
Direction-of-arrival (DOA) estimation based on the array of three-component electromagnetic vector-sensors is considered within a biquaternion framework. A relationship is established between the biquaternion covariance and the combination of both complex covariance and cross-product. By exploiting this relationship, the DOA estimates can finally be obtained by diagonalizing the biquaternion covariance matrix of the array outputs in a trilinear PARAFAC manner. This method does not require any a priori knowledge on the position of each sensor, and is shown to offer high robustness to colored noise for direction finding of non-linearly polarized signals. Simulations are provided to illustrate the performance of the proposed method.
| Original language | English |
|---|---|
| Pages (from-to) | 821-831 |
| Number of pages | 11 |
| Journal | Signal Processing |
| Volume | 91 |
| Issue number | 4 |
| DOIs | |
| Publication status | Published - Apr 2011 |
Keywords
- Array signal processing
- Biquaternion
- Direction-of-arrival
- Parallel factor analysis
- Polarization
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