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Sparse Array Design Using the Genetic Algorithm for Optimizing the Radiation Pattern of Linear Arrays
(2019-01-01)
The genetic algorithm was used to obtain sparse arrays with 8, 16, 32 and 64 transducers in a possible aperture size of 128 elements. The optimization was made by minimizing a fitness function that takes into account the ...
A New Fitness Function for Sparse Linear Array Evaluation Based on the Point Spread Function
(2021-01-01)
This work proposes a new fitness function for sparse linear array design using the Point Spread Function (PSF), where the energy and entropy are combined. The Arithmetic optimization Algorithm is used as a search mechanism, ...
Optimization in ultrasonic imaging systems: Use of metaheuristics to design sparse arrays and a heuristic to create an acquisiton system
(Universidade Estadual Paulista (Unesp), 2022-09-02)
Ultrasonic images have an important contribution to medical diagnosis and nondestructive testing. One strategy to generate an image is to use an array, which is a transducer composed of a set of piezoelectric elements, ...
Técnicas para obtenção de arrays lineares esparsos usando algoritmo genético
(Universidade Estadual Paulista (Unesp), 2018-08-31)
O ultrassom pode ser utilizado para gerar imagens aplicadas aos ensaios não destrutivos (END) e diagnóstico médico, em que arrays são utilizados para obter imagens com melhor resolução lateral e contraste em relação a um ...
On sparse methods for array signal processing in the presence of interference
(Institute Of Electrical And Electronics Engineers, 2015)
Computing sparse representations of multidimensional signals using Kronecker bases
(M I T Press, 2013-01)
Recently, there is a great interest in sparse representations of signals under the assumption that signals (datasets) can be well approximated by a linear combination of few elements of a known basis (dictionary). Many ...
Métodos de otimização aplicados ao projeto de arrays esparsos lineares para imagem por ultrassom
(Universidade Estadual Paulista (Unesp), 2022-08-31)
As ondas ultrassônicas são úteis para a formação de imagens de materiais utilizados na indústria, assim como para diagnósticos médicos por imagem. No âmbito das imagens ultrassônicas, os métodos que otimizam custos físicos ...
Unified representation of tractography and diffusion-weighted MRI data using sparse multidimensional arrays
(Neural Information Processing Systems Foundation, 2017)
Recently, linear formulations and convex optimization methods have been proposed to predict diffusion-weighted Magnetic Resonance Imaging (dMRI) data given estimates of brain connections generated using tractography ...
DOA Estimation using Random Linear Arrays via Compressive Sensing
(Institute of Electrical and Electronics Engineers, 2014-08)
In this article we analyze the performance of nonuniform linear arrays for Direction of Arrival (DOA) estimation. We use different classes of sparse recovery algorithms to estimate the direction of arrival of the signal ...