eprintid: 768 rev_number: 9 eprint_status: archive userid: 7 dir: disk0/00/00/07/68 datestamp: 2018-04-27 08:47:20 lastmod: 2018-04-27 08:47:20 status_changed: 2018-04-27 08:47:20 type: monograph metadata_visibility: show creators_name: Salucci, M. creators_name: Gottardi, G. creators_name: Anselmi, N. creators_name: Oliveri, G. title: Thinning Planar Phased Arrays by Means of Hybrid Analytical‐Evolutionary Optimization ispublished: pub subjects: AWC subjects: MAT subjects: MEA full_text_status: public monograph_type: technical_report keywords: Planar Arrays Thinning, Almost Difference Sets, Genetic Algorithms, Array Synthesis abstract: This work deals with the design of planar thinned phased arrays. An innovative 2D hybrid thinning procedure is proposed to combine the efficiency of analytical almost difference sets (ADSs) with the effectiveness of genetic algorithms (GAs) to enable faster convergence rates and improved side-lobe suppression with respect to classical thinning strategies. The performance of the proposed ADSGA method are carefully assessed by means of selected numerical results. Moreover, a comparison with competitive state-of-the-art approaches addressing the same design problem is shown, as well. date: 2018 publisher: ELEDIA Research Center - University of Trento referencetext: L. E. Kopilovich, “Square Array Antennas Based on Hadamard Difference Sets,” IEEE Trans. Antennas Propag., vol.56, no. 1, Jan. 2008. Donelli, M., A. Martini, and A. Massa, "A hybrid approach based on PSO and Hadamard difference sets for the synthesis of square thinned arrays," IEEE Trans. Antennas Propag., Vol. 57, No. 8, 2491-2495, Aug. 2009. P. Rocca, M. Benedetti, M. Donelli, D. Franceschini, and A. Massa, “Evolutionary optimization as applied to inverse problems,” Inverse Problems, vol. 25, pp. 1-41, Dec. 2009. 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. M. Salucci, G. Gottardi, N. Anselmi, and G. Oliveri, “Planar thinned array design by hybrid analytical-stochastic optimization,” IET Microwaves, Antennas & Propagation, vol. 11, no. 13, pp. 1841-1845, Oct. 2017. G. Oliveri, M. Donelli, and A. Massa, “Genetically-designed arbitrary length almost difference sets,” Electronics Letters, vol. 5, no. 23, pp. 1182-1183, Nov. 2009. N. Anselmi, P. Rocca, M. Salucci, and A. Massa, “Irregular phased array tiling by means of analytic schemata-driven optimization,” IEEE Transactions on Antennas and Propagation, vol. 65, no. 9, pp. 4495-4510, September 2017. 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. 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. T. Moriyama, L. Poli, and P. Rocca, "Adaptive nulling in thinned planar arrays through genetic algorithms," IEICE Electronics Express, vol. 11, no. 21, pp. 1-9, Sep. 2014. L. Poli, P. Rocca, M. Salucci, and A. Massa, “Reconfigurable thinning for the adaptive control of linear arrays,” IEEE Transactions on Antennas and Propagation, vol. 61, no. 10, pp. 5068-5077, Oct. 2013. P. Rocca, L. Poli, G. Oliveri, and A. Massa, “Adaptive nulling in time-varying scenarios through time-modulated linear arrays,” IEEE Antennas Wireless Propag. Lett., vol. 11, pp. 101-104, 2012. P. Rocca, G. Oliveri, R. J. Mailloux, and A. Massa, “Unconventional phased array architectures and design methodologies - A review,” Proceedings of the IEEE, vol. 104, no. 3, pp. 544-560, March 2016. L. Poli, P. Rocca, G. Oliveri, and A. Massa, “Failure correction in time-modulated linear arrays,” IET Radar, Sonar & Navigation, vol. 8, no. 3, pp. 195-201, 2014. G. Oliveri, M. Salucci, and A. Massa, “Synthesis of modular contiguously clustered linear arrays through a sparseness-regularized solver,” IEEE Transactions on Antennas and Propagation, vol. 64, no. 10, pp. 4277-4287, Oct. 2016. P. Rocca, N. Anselmi, and A. Massa "Optimal synthesis of robust beamformer weights exploiting interval analysis and convex optimization," IEEE Trans. Antennas Propag., vol. 62, no. 7, pp. 3603-3612, Jul. 2014. 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. T. Moriyama, E. Giarola, M. Salucci, and G. Oliveri, "On the radiation properties of ADS-thinned dipole arrays" IEICE Electronics Express, vol. 11, no. 16, pp. 1-10, Aug. 2014. G. Oliveri, F. Viani, and A. Massa, "Synthesis of linear multi-beam arrays through hierarchical ADS-based interleaving," IET Microw. Antennas Propag., vol. 8, no. 10, pp. 794-808, Jul. 2014. citation: Salucci, M. and Gottardi, G. and Anselmi, N. and Oliveri, G. (2018) Thinning Planar Phased Arrays by Means of Hybrid Analytical‐Evolutionary Optimization. Technical Report. ELEDIA Research Center - University of Trento. document_url: http://www.eledia.org/students-reports/768/1/Thinning%20Planar%20Phased%20Arrays%20by%20Means%20of%20Hybrid%20Analytical%E2%80%90Evolutionary%20Optimization.pdf