2017
DOI: 10.3390/electronics6020034
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Fully Quaternion-Valued Adaptive Beamforming Based on Crossed-Dipole Arrays

Abstract: Based on crossed-dipole antenna arrays, quaternion-valued data models have been developed for both direction of arrival estimation and beamforming in the past. However, for almost all the models, and especially for adaptive beamforming, the desired signal is still complex-valued as in the quaternion-valued Capon beamformer. Since the complex-valued desired signal only has two components, while there are four components in a quaternion, only two components of the quaternion-valued beamformer output are used and… Show more

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Cited by 10 publications
(2 citation statements)
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“…These methods have the characteristics of simple programming and high data processing efficiency. The hypercomplex number has now been greatly developed and widely used in multi-channel information processing [44,45] . Hypercomplex numbers are also increasingly used in artificial intelligence, such as signal processing and deep learning [46,47] .…”
Section: Clifford Algebra As Hypercomplex Numbermentioning
confidence: 99%
“…These methods have the characteristics of simple programming and high data processing efficiency. The hypercomplex number has now been greatly developed and widely used in multi-channel information processing [44,45] . Hypercomplex numbers are also increasingly used in artificial intelligence, such as signal processing and deep learning [46,47] .…”
Section: Clifford Algebra As Hypercomplex Numbermentioning
confidence: 99%
“…In this paper, based on this idea, we proposed a DM design using crossed-dipole arrays, which can send two separate signals (S 1 and S 2 ) with orthogonal polarisation states to the same direction simultaneously. To receive and separate the two orthogonally polarised signals, at the receiver side, a crossed-dipole antenna or array is needed, similar to the transmitter side [21]. However, the polarisation directions of the antennas at the receiver side do not need to match those of the transmitted signals, as cross-interference due to a mismatch can be solved easily using some standard signal processing techniques [16].…”
Section: Introductionmentioning
confidence: 99%