A BCS-based approach for the synthesis of conformal arrays

An innovative conformal array synthesis approach is proposed which exploits a generalization of the Bayesian Compressive Sampling (BCS) technique. Towards this end, the design problem is mathematically formulated in terms of a Bayesian learning one with sparseness priors. The arising functional is t...

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Published in2013 7th European Conference on Antennas and Propagation pp. 1084 - 1086
Main Authors Oliveri, G., Carlin, M., Bekele, E. T., Massa, A.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.04.2013
Subjects
Antenna arrays
Bayes methods
Bayesian Compressive Sampling
Compressed sensing
Conformal Arrays
Optimized production technology
Relevance Vector Machine
Sparse Arrays
Support vector machines
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ISBN1467321877
9781467321877

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Abstract An innovative conformal array synthesis approach is proposed which exploits a generalization of the Bayesian Compressive Sampling (BCS) technique. Towards this end, the design problem is mathematically formulated in terms of a Bayesian learning one with sparseness priors. The arising functional is then solved by means of a suitable Relevance Vector Machine (RVM) technique. Numerical results are reported to assess the effectiveness of the proposed approach in the synthesis of conformal sparse arrays.
AbstractList An innovative conformal array synthesis approach is proposed which exploits a generalization of the Bayesian Compressive Sampling (BCS) technique. Towards this end, the design problem is mathematically formulated in terms of a Bayesian learning one with sparseness priors. The arising functional is then solved by means of a suitable Relevance Vector Machine (RVM) technique. Numerical results are reported to assess the effectiveness of the proposed approach in the synthesis of conformal sparse arrays.
Author Oliveri, G.
Massa, A.
Bekele, E. T.
Carlin, M.
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  email: andrea.massa@ing.unitn.it
  organization: DISI, Univ. of Trento, Trento, Italy
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Snippet An innovative conformal array synthesis approach is proposed which exploits a generalization of the Bayesian Compressive Sampling (BCS) technique. Towards this...
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StartPage 1084
SubjectTerms Antenna arrays
Bayes methods
Bayesian Compressive Sampling
Compressed sensing
Conformal Arrays
Optimized production technology
Relevance Vector Machine
Sparse Arrays
Support vector machines
Title A BCS-based approach for the synthesis of conformal arrays
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