eprintid: 800
rev_number: 8
eprint_status: archive
userid: 10
dir: disk0/00/00/08/00
datestamp: 2019-10-31 11:52:38
lastmod: 2019-10-31 11:52:38
status_changed: 2019-10-31 11:52:38
type: monograph
metadata_visibility: show
creators_name: Anselmi, Nicola
creators_name: Gottardi, Giorgio
creators_name: Oliveri, Giacomo
creators_name: Massa, Andrea
title: A Total‐Variation Compressive Sensing Approach for the Design of Linear Clustered Arrays
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: In  this  work,  an  innovative  methodology  for  the  design  of  physically‐contiguous clustered  linear  arrays  is  proposed.  The  developed  approach  is  based  on  a sparseness‐promoting  method  based  on  a  total‐variation  compressive  sensing  (TV‐CS)  solver.  Thanks  to  the  adopted  formulation,  the  design  of  the  array  feeding 
network  is  achieved  by  maximizing  the  sparsity  of  the  gradient  of  the  excitations subject  to  the  matching  of  user‐defined  far‐field  pattern  features.  A  preliminary numerical example is provided to verify  the effectiveness of  the proposed method when  dealing  with  the  design  of  a  clustered  linear  array  yielding  a  Taylor  pattern with predefined side‐lobe level.
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   A Total‐Variation Compressive Sensing Approach for the Design of Linear Clustered Arrays.  Technical Report. ELEDIA Research Center - University of Trento.     
document_url: http://www.eledia.org/students-reports/800/1/A_Total-Variation_Compressive_Sensing_Approach_for_the_Design_of_Linear_Clustered_Arrays.pdf