eprintid: 848
rev_number: 10
eprint_status: archive
userid: 13
dir: disk0/00/00/08/48
datestamp: 2023-02-23 09:19:00
lastmod: 2023-06-29 14:49:16
status_changed: 2023-02-23 09:19:00
type: monograph
metadata_visibility: show
creators_name: SALUCCI, Marco
creators_name: OLIVERI, Giacomo
creators_name: HANNAN, Mohammad Abdul
creators_name: MASSA, Andrea
creators_id: marco.salucci@unitn.it
creators_id: giacomo.oliveri@unitn.it
creators_id: mohammadabdul.hannan@unitn.it
creators_id: andrea.massa@unitn.it
title: Design of 3-Layers Ogive Radomes via Surrogate Assisted Optimization
ispublished: pub
subjects: AWC
full_text_status: public
monograph_type: technical_report
keywords: System-by-Design (SbD), Learning-by-Examples (LBE), Evolutionary Algorithms (EAs), Global Optimization, Artificial Intelligence (AI), Radome Design
date: 2022
date_type: published
publisher: ELEDIA Research Center - University of Trento
referencetext: [1]A. Massa, D. Marcantonio, X. Chen, M. Li, and M. Salucci, "DNNs as applied to electromagnetics, antennas, and propagation - A review," IEEE Antennas and Wireless Propagation Letters vol. 18, no. 11, pp. 2225-2229, Nov. 2019.

[2]A. Massa, G. Oliveri, M. Salucci, N. Anselmi, and P. Rocca, "Learning-by-examples techniques as applied to electromagnetics," Journal of Electromagnetic Waves and Applications, Invited Review Article, pp. 1-16, 2017

[3]G. Oliveri, M. Salucci, and A. Massa, “Towards reflectarray digital twins - An EM-driven machine learning perspective,” IEEE Transactions on Antennas and Propagation – Special Issue on ‘Machine Learning in Antenna Design, Modeling, and Measurements,’ vol. 70, no. 7, pp. 5078-5093, July 2022.

[4]M. Salucci, L. Tenuti, G. Oliveri, and A. Massa, "Efficient prediction of the EM response of reflectarray antenna elements by an advanced statistical learning method," IEEE Trans. Antennas Propag., vol. 66, no. 8, pp. 3995-4007, Aug. 2018.

[5]M. Salucci, G. Oliveri, M. A. Hannan, and A. Massa, “System-by-design paradigm-based synthesis of complex systems: The case of spline-contoured 3D radomes,” IEEE Antennas and Propagation Magazine – Special Issue on ‘Artificial Intelligence in Electromagnetics,’, vol. 64, no. 1, pp. 72-83, Feb. 2022.

[6]G. Oliveri, P. Rocca, M. Salucci, and A. Massa, "Holographic smart EM skins for advanced beam power shaping in next generation wireless environments," IEEE J. Multiscale Multiphysics Comput. Tech., vol. 6, pp. 171-182, Oct. 2021.

[7]G. Oliveri, A. Gelmini, A. Polo, N. Anselmi, and A. Massa, "System-by-design multi-scale synthesis of task-oriented reflectarrays," IEEE Trans. Antennas Propag., vol. 68, no. 4, pp. 2867-2882, Apr. 2020.

[8]M. Salucci, L. Tenuti, G. Gottardi, A. Hannan, and A. Massa, "System-by-design method for efficient linear array miniaturisation through low-complexity isotropic lenses" Electronic Letters, vol. 55, no. 8, pp. 433-434, May 2019.

[9]M. Salucci, N. Anselmi, S. Goudos, and A. Massa, "Fast design of multiband fractal antennas through a system-by-design approach for NB-IoT applications" EURASIP J. Wirel. Commun. Netw., vol. 2019, no. 1, pp. 68-83, Mar. 2019.

[10]M. Salucci, G. Oliveri, N. Anselmi, and A. Massa, "Material-by-design synthesis of conformal miniaturized linear phased arrays," IEEE Access, vol. 6, pp. 26367-26382, 2018.

[11]M. Salucci, G. Oliveri, N. Anselmi, G. Gottardi, and A. Massa, "Performance enhancement of linear active electronically-scanned arrays by means of MbD-synthesized metalenses," Journal of Electromagnetic Waves and Applications, vol. 32, no. 8, pp. 927-955, 2018.

[12]G. Oliveri, M. Salucci, N. Anselmi and A. Massa, "Multiscale System-by-Design synthesis of printed WAIMs for waveguide array enhancement," IEEE J. Multiscale Multiphysics Computat. Techn., vol. 2, pp. 84-96, 2017.

[13]A. Massa and G. Oliveri, "Metamaterial-by-Design: Theory, methods, and applications to communications and sensing - Editorial," EPJ Applied Metamaterials, vol. 3, no. E1, pp. 1-3, 2016.

[14]G. Oliveri, F. Viani, N. Anselmi, and A. Massa, "Synthesis of multi-layer WAIM coatings for planar phased arrays within the system-by-design framework," IEEE Trans. Antennas Propag., vol. 63, no. 6, pp. 2482-2496, June 2015.

[15]G. Oliveri, L. Tenuti, E. Bekele, M. Carlin, and A. Massa, "An SbD-QCTO approach to the synthesis of isotropic metamaterial lenses" IEEE Antennas Wireless Propag. Lett., vol. 13, pp. 1783-1786, 2014. 

[16]A. Massa, G. Oliveri, P. Rocca, and F. Viani, "System-by-Design: a new paradigm for handling design complexity," 8th European Conference on Antennas Propag. (EuCAP 2014), The Hague, The Netherlands, pp. 1180-1183, Apr. 6-11, 2014.

[17]P. Rocca, M. Benedetti, M. Donelli, D. Franceschini, and A. Massa, "Evolutionary optimization as applied to inverse problems," Inverse Problems - 25 th Year Special Issue of Inverse Problems, Invited Topical Review, vol. 25, pp. 1-41, Dec. 2009.

[18]P. Rocca, G. Oliveri, and A. Massa, "Differential Evolution as applied to electromagnetics," IEEE Antennas Propag. Mag., vol. 53, no. 1,  pp. 38-49, Feb. 2011.

[19]P. Rocca, N. Anselmi, A. Polo, and A. Massa, "Pareto-optimal domino-tiling of orthogonal polygon phased arrays," IEEE Trans. Antennas Propag., vol. 70, no. 5, pp. 3329-3342, May 2022.

[20]P. Rocca, N. Anselmi, A. Polo, and A. Massa, "An irregular two-sizes square tiling method for the design of isophoric phased arrays," IEEE Trans. Antennas Propag., vol. 68, no. 6, pp. 4437-4449, Jun. 2020.

[21]P. Rocca, N. Anselmi, A. Polo, and A. Massa, "Modular design of hexagonal phased arrays through diamond tiles," IEEE Trans. Antennas Propag., vol.68, no. 5, pp. 3598-3612, May 2020.

[22]N. Anselmi, L. Poli, P. Rocca, and A. Massa, "Design of simplified array layouts for preliminary experimental testing and validation of large AESAs," IEEE Trans. Antennas Propag., vol. 66, no. 12, pp. 6906-6920, Dec. 2018.

[23]N. Anselmi, P. Rocca, M. Salucci, and A. Massa, "Contiguous phase-clustering in multibeam-on-receive scanning arrays" IEEE Trans. Antennas Propag., vol. 66, no. 11, pp. 5879-5891, Nov. 2018.

[24]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 station," IEEE Trans. Antennas Propag., vol. 65, no. 12, pp. 6752-6767, Dec. 2017.

[25]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, September 2017.

[26]N. Anselmi, P. Rocca, M. Salucci, and A. Massa, "Optimization of excitation tolerances for robust beamforming in linear arrays" IET Microwaves, Antennas & Propagation, vol. 10, no. 2, pp. 208-214, 2016.

[27]P. Rocca, R. J. Mailloux, and G. Toso, "GA-Based optimization of irregular sub-array layouts for wideband phased arrays desig," IEEE Antennas and Wireless Propag. Lett., vol. 14, pp. 131-134, 2015.

[28]P. Rocca, M. Donelli, G. Oliveri, F. Viani, and A. Massa, "Reconfigurable sum-difference pattern by means of parasitic elements for forward-looking monopulse radar,"  IET Radar, Sonar & Navigation, vol 7, no. 7, pp. 747-754, 2013.

[29]P. Rocca, L. Manica, and A. Massa, "Ant colony based hybrid approach for optimal compromise sum-difference patterns synthesis," Microwave Opt. Technol. Lett., vol. 52, no. 1, pp. 128-132, Jan. 2010.

[30]P. Rocca, L. Manica, and A. Massa, "An improved excitation matching method based on an ant colony optimization for suboptimal-free clustering in sum-difference compromise synthesis," IEEE Trans. Antennas Propag., vol. 57, no. 8, pp. 2297-2306, Aug. 2009.


[31]N. Anselmi, L. Poli, P. Rocca, and A. Massa, "Design of simplified array layouts for preliminary experimental testing and validation of large AESAs," IEEE Trans. Antennas Propag., vol. 66, no. 12, pp. 6906-6920, Dec. 2018.

[32]M. Salucci, F. Robol, N. Anselmi, M. A. Hannan, P. Rocca, G. Oliveri, M. Donelli, and A. Massa, "S-Band spline-shaped aperture-stacked patch antenna for air traffic control applications," IEEE Tran. Antennas Propag., vol. 66, no. 8, pp. 4292-4297, Aug. 2018.

[33]F. Viani, F. Robol, M. Salucci, and R. Azaro, "Automatic EMI filter design through particle swarm optimization," IEEE Trans. Electromagnet. Compat., vol. 59, no. 4, pp. 1079-1094, Aug. 2017.
citation:   SALUCCI, Marco and OLIVERI, Giacomo and HANNAN, Mohammad Abdul and MASSA, Andrea  (2022) Design of 3-Layers Ogive Radomes via Surrogate Assisted Optimization.  Technical Report. ELEDIA Research Center - University of Trento.     
document_url: http://www.eledia.org/students-reports/848/1/Design_of_3-Layers_Ogive_Radomes_via_Surrogate_Assisted_Optimization.pdf