eprintid: 801
rev_number: 10
eprint_status: archive
userid: 10
dir: disk0/00/00/08/01
datestamp: 2019-11-13 14:59:31
lastmod: 2019-11-13 14:59:31
status_changed: 2019-11-13 14:59:31
type: monograph
metadata_visibility: show
creators_name: Anselmi, Nicola
creators_name: Gottardi, Giorgio
creators_name: Oliveri, Giacomo
creators_name: Massa, Andrea
creators_id: nicola.anselmi.1@unitn.it
creators_id: giorgio.gottardi@unitn.it
creators_id: giacomo.oliveri@unitn.it
creators_id: andrea.massa@unitn.it
title: Synthesis of Clustered Linear Arrays through a Total‐Variation Compressive Sensing Approach
ispublished: pub
subjects: AWC
subjects: MCS
full_text_status: public
monograph_type: technical_report
keywords: Clustered arrays, linear arrays, subarraying, total-variation compressive sensing (TV-CS)
abstract: A new methodology for the synthesis of linear clustered arrays is presented in this work. More in detail, the design is carried out within the compressive sensing (CS) framework by formulating the problem at hand as the search of the feeding network weights  with maximally‐sparse  gradient.  Accordingly,  the  problem  is  solved  thanks to a customized total‐variation CS (TV‐CS) method able to guarantee the matching of user‐defined  constraints  on  the  radiated  pattern  and  at  the  same  time  minimizing the  number  of  clusters  within  the  aperture.  Some  numerical  results  are  shown  to verify the effectiveness and the potentialities of the proposed methodology.
publisher: ELEDIA Research Center - University of Trento
referencetext: P. Rocca, G. Oliveri, R. J. Mailloux, and A. Massa, "Unconventional phased array architectures and design methodologies - A Review," Proc. IEEE, vol. 104, no. 3, pp. 544-560, Mar. 2016. 

G. Oliveri, G. Gottardi, F. Robol, A. Polo, L. Poli, M. Salucci, M. Chuan, C. Massagrande, P. Vinetti, M. Mattivi, R. Lombardi, and A. Massa, "Co-design of unconventional array architectures and antenna elements for 5G base stations," IEEE Trans. Antennas Propag., vol. 65, no. 12, pp. 6752-6767, Dec. 2017. 

N. Anselmi, P. Rocca, M. Salucci, and A. Massa, "Irregular phased array tiling by means of analytic schemata-driven optimization," IEEE Trans. Antennas Propag., vol. 65, no. 9, pp. 4495-4510, Sep. 2017. 

G. Oliveri, "Multi-beam antenna arrays with common sub-array layouts," IEEE Antennas Wireless Propag. Lett., vol. 9, pp. 1190-1193, 2010. 

P. Rocca, R. Haupt, and A. Massa, "Sidelobe reduction through element phase control in sub-arrayed array antennas," IEEE Antennas Wireless Propag. Lett., vol. 8, pp. 437-440, 2009. 

P. Rocca, L. Manica, R. Azaro, and A. Massa, "A hybrid approach for the synthesis of sub-arrayed monopulse linear arrays," IEEE Trans. Antennas Propag., vol. 57, no. 1, pp. 280-283, Jan. 2009. 

G. Oliveri, P. Rocca, and A. Massa, "Reliable diagnosis of large linear arrays - a Bayesian compressive sensing approach," IEEE Trans. Antennas Propag., vol. 60, no. 10, pp. 4627-4636, Oct. 2012. 

A. Massa, P. Rocca, and G. Oliveri, "Compressive sensing in electromagnetics - A review," IEEE Antennas Propag. Mag., pp. 224-238, vol. 57, no. 1, Feb. 2015. 

G. Oliveri, M. Salucci, N. Anselmi, and A. Massa, "Compressive sensing as applied to inverse problems for imaging: theory, applications, current trends, and open challenges," IEEE Antennas Propag. Mag., vol. 59, no. 5, pp. 34-46, Oct. 2017. 

P. Rocca, M. A. Hannan, M. Salucci, and A. Massa, "Single-snapshot DoA estimation in array antennas with mutual coupling through a multi-scaling Bayesian compressive sensing strategy," IEEE Trans. Antennas Propag., vol. 65, no. 6, pp. 3203-3213, Jun. 2017. 

L. Poli, G. Oliveri, P. Rocca, M. Salucci, and A. Massa, "Long-distance WPT unconventional arrays synthesis," J. Electromagn. Waves Appl., vol. 31, no. 14, pp. 1399-1420, Jul. 2017. 

G. Oliveri, M. Salucci, and A. Massa, "Synthesis of modular contiguously clustered linear arrays through a sparseness-regularized solver," IEEE Trans. Antennas Propag., vol. 64, no. 10, pp. 4277-4287, Oct. 2016. 

F. Viani, G. Oliveri, and A. Massa, "Compressive sensing pattern matching techniques for synthesizing planar sparse arrays," IEEE Trans. Antennas Propag., vol. 61, no. 9, pp. 4577-4587, Sept. 2013. 

G. Oliveri and A. Massa, "Bayesian compressive sampling for pattern synthesis with maximally sparse non-uniform linear arrays," IEEE Trans. Antennas Propag., vol. 59, no. 2, pp. 467-481, Feb. 2011. 

N. Anselmi, G. Oliveri, M. A. Hannan, M. Salucci, and A. Massa, "Color compressive sensing imaging of arbitrary-shaped scatterers," IEEE Trans. Microw. Theory Techn., vol. 65, no. 6, pp. 1986-1999, Jun. 2017. 

N. Anselmi, G. Oliveri, M. Salucci, and A. Massa, "Wavelet-based compressive imaging of sparse targets," IEEE Trans. Antennas Propag., vol. 63, no. 11, pp. 4889-4900, Nov. 2015. 

G. Oliveri, N. Anselmi, and A. Massa, "Compressive sensing imaging of non-sparse 2D scatterers by a total-variation approach within the Born approximation," IEEE Trans. Antennas Propag., vol. 62, no. 10, pp. 5157-5170, Oct. 2014. 

N. Anselmi, G. Gottardi, G. Oliveri, and A. Massa, "A total-variation sparseness-promoting method for the synthesis of contiguously clustered linear architectures" IEEE Trans. Antennas Propag., vol. 67, no. 7, pp. 4589-4601, Jul. 2019. 

M. Salucci, A. Gelmini, G. Oliveri, and A. Massa, "Planar arrays diagnosis by means of an advanced Bayesian compressive processing," IEEE Tran. Antennas Propag., vol. 66, no. 11, pp. 5892-5906, Nov. 2018.
citation:   Anselmi, Nicola and Gottardi, Giorgio and Oliveri, Giacomo and Massa, Andrea   Synthesis of Clustered Linear Arrays through a Total‐Variation Compressive Sensing Approach.  Technical Report. ELEDIA Research Center - University of Trento.     
document_url: http://www.eledia.org/students-reports/801/1/Synthesis_of_Clustered_Linear_Arrays_through_a_Total-Variation_Compressive_Sensing_Approach.pdf