Knowledge-guided active-base-element modeling in machine-learning-assisted antenna-array design
Machine-learning (ML)-assisted antenna-array design methods suffer from a heavy
computational burden. In this article, a knowledge-guided active-base-element-modeling …
computational burden. In this article, a knowledge-guided active-base-element-modeling …
Pattern synthesis of unequally spaced linear arrays including mutual coupling using iterative FFT via virtual active element pattern expansion
A virtual active element pattern (AEP) expansion method is presented in which each AEP in
an unequally spaced array is considered to be the pattern radiated by a subarray of some …
an unequally spaced array is considered to be the pattern radiated by a subarray of some …
Machine learning-assisted array synthesis using active base element modeling
Array synthesis under practical constraints is a vital design task. Traditional array synthesis
methods usually deal with isolated antenna elements without considering mutual coupling …
methods usually deal with isolated antenna elements without considering mutual coupling …
Extending spectral factorization to array pattern synthesis including sparseness, mutual coupling, and mounting-platform effects
AF Morabito, A Di Carlo, L Di Donato… - … on Antennas and …, 2019 - ieeexplore.ieee.org
With reference to the mask-constrained power synthesis of shaped beams, we extend the
spectral factorization method to both uniformly and nonuniformly spaced linear arrays …
spectral factorization method to both uniformly and nonuniformly spaced linear arrays …
Applicability extension and calculation acceleration of pattern-multiplication principle in far-field analysis of conformal arrays
L Zhao, YF Cheng, C Liao, F Peng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Due to the beam-pointing and polarization diversities of carrier-mounted elements, it is
widely recognized that the principle of pattern multiplication is not applicable to conformal …
widely recognized that the principle of pattern multiplication is not applicable to conformal …
Efficient synthesis of linearly polarized shaped patterns using iterative FFT via vectorial least-square active element pattern expansion
A novel method is presented to efficiently synthesize linearly polarized shaped patterns for
antenna arrays mounted on complex platforms surrounded with many scatters. The vectorial …
antenna arrays mounted on complex platforms surrounded with many scatters. The vectorial …
Application of KNN for linear array pattern prediction based on the active element pattern method
X Yang, Y Chen, Y Zhao, J Pan, J Guo… - IEEE Antennas and …, 2023 - ieeexplore.ieee.org
In this letter, a machine learning-based algorithm, K-nearest neighbor, is employed to
predict the actual patterns of the linear arrays with arbitrary positions and varied element …
predict the actual patterns of the linear arrays with arbitrary positions and varied element …
Development a new array factor synthesizing technique by pattern integration and least square method
MGH Alijani, MH Neshati - IEEE Transactions on Antennas and …, 2018 - ieeexplore.ieee.org
In this paper, a new method is developed to synthesis radiation pattern of an antenna array,
which can be applied to a class of nonuniform, equally spaced linear array (ESLA) …
which can be applied to a class of nonuniform, equally spaced linear array (ESLA) …
Efficient and accurate frequency-invariant beam pattern synthesis utilizing iterative spatiotemporal Fourier transform
An iterative spatiotemporal Fourier transform (STFT) method is presented to efficiently
design finite-impulse-response (FIR) filter coefficients for generating a desired frequency …
design finite-impulse-response (FIR) filter coefficients for generating a desired frequency …
ANN-assisted iterative algorithms for pattern synthesis of conformal arrays
This letter proposes an efficient iterative method assisted by an artificial neural network
(ANN) for pattern synthesis of arbitrary conformal arrays. Relying on a fast and accurate far …
(ANN) for pattern synthesis of arbitrary conformal arrays. Relying on a fast and accurate far …